【第61期】(第33屆) AAAI-2019 Accept-paper List(部分670篇)

來源：AAAI會議

作者：圖靈助手

[1]. Incorporating Behavioral Constraints in Online AI Systems.

作者: Avinash Balakrishnan,Djallel Bouneffouf,Nicholas Mattei,Francesca Rossi,

論文連結: https://doi.org/10.1609/aaai.v33i01.33013

[2]. Outlier Aware Network Embedding for Attributed Networks.

作者: Sambaran Bandyopadhyay,N. Lokesh,M. Narasimha Murty,

論文連結: https://doi.org/10.1609/aaai.v33i01.330112

[3]. Comparative Document Summarisation via Classification.

作者: Umanga Bista,Alexander Patrick Mathews,Minjeong Shin,Aditya Krishna Menon,Lexing Xie,

論文連結: https://doi.org/10.1609/aaai.v33i01.330120

[4]. ColNet: Embedding the Semantics of Web Tables for Column Type Prediction.

作者: Jiaoyan Chen,Ernesto Jiménez-Ruiz,Ian Horrocks,Charles Sutton,

論文連結: https://doi.org/10.1609/aaai.v33i01.330129

[5]. Improving One-Class Collaborative Filtering via Ranking-Based Implicit Regularizer.

作者: Jin Chen,Defu Lian,Kai Zheng,

論文連結: https://doi.org/10.1609/aaai.v33i01.330137

[6]. Answer Identification from Product Reviews for User Questions by Multi-Task Attentive Networks.

作者: Long Chen,Ziyu Guan,Wei Zhao,Wanqing Zhao,Xiaopeng Wang,Zhou Zhao,Huan Sun,

論文連結: https://doi.org/10.1609/aaai.v33i01.330145

[7]. Dynamic Explainable Recommendation Based on Neural Attentive Models.

作者: Xu Chen,Yongfeng Zhang,Zheng Qin,

論文連結: https://doi.org/10.1609/aaai.v33i01.330153

[8]. DeepCF: A Unified Framework of Representation Learning and Matching Function Learning in Recommender System.

作者: Zhi-Hong Deng,Ling Huang,Chang-Dong Wang,Jian-Huang Lai,Philip S. Yu,

論文連結: https://doi.org/10.1609/aaai.v33i01.330161

[9]. TableSense: Spreadsheet Table Detection with Convolutional Neural Networks.

作者: Haoyu Dong,Shijie Liu,Shi Han,Zhouyu Fu,Dongmei Zhang,

論文連結: https://doi.org/10.1609/aaai.v33i01.330169

[10]. Triple Classification Using Regions and Fine-Grained Entity Typing.

作者: Tiansi Dong,Zhigang Wang,Juanzi Li,Christian Bauckhage,Armin B. Cremers,

論文連結: https://doi.org/10.1609/aaai.v33i01.330177

[11]. Dynamic Layer Aggregation for Neural Machine Translation with Routing-by-Agreement.

作者: Zi-Yi Dou,Zhaopeng Tu,Xing Wang,Longyue Wang,Shuming Shi,Tong Zhang,

論文連結: https://doi.org/10.1609/aaai.v33i01.330186

[12]. Deeply Fusing Reviews and Contents for Cold Start Users in Cross-Domain Recommendation Systems.

作者: Wenjing Fu,Zhaohui Peng,Senzhang Wang,Yang Xu,Jin Li,

論文連結: https://doi.org/10.1609/aaai.v33i01.330194

[13]. Feature Sampling Based Unsupervised Semantic Clustering for Real Web Multi-View Content.

作者: Xiaolong Gong,Linpeng Huang,Fuwei Wang,

論文連結: https://doi.org/10.1609/aaai.v33i01.3301102

[14]. Cooperative Multimodal Approach to Depression Detection in Twitter.

作者: Tao Gui,Liang Zhu,Qi Zhang,Minlong Peng,Xu Zhou,Keyu Ding,Zhigang Chen,

論文連結: https://doi.org/10.1609/aaai.v33i01.3301110

[15]. Anchors Bring Ease: An Embarrassingly Simple Approach to Partial Multi-View Clustering.

作者: Jun Guo,Jiahui Ye,

論文連結: https://doi.org/10.1609/aaai.v33i01.3301118

[16]. Y2Seq2Seq: Cross-Modal Representation Learning for 3D Shape and Text by Joint Reconstruction and Prediction of View and Word Sequences.

作者: Zhizhong Han,Mingyang Shang,Xiyang Wang,Yu-Shen Liu,Matthias Zwicker,

論文連結: https://doi.org/10.1609/aaai.v33i01.3301126

[17]. Learning to Align Question and Answer Utterances in Customer Service Conversation with Recurrent Pointer Networks.

作者: Shizhu He,Kang Liu,Weiting An,

論文連結: https://doi.org/10.1609/aaai.v33i01.3301134

[18]. Exploiting Background Knowledge in Compact Answer Generation for Why-Questions.

作者: Ryu Iida,Canasai Kruengkrai,Ryo Ishida,Kentaro Torisawa,Jong-Hoon Oh,Julien Kloetzer,

論文連結: https://doi.org/10.1609/aaai.v33i01.3301142

[19]. Graph Convolutional Networks Meet Markov Random Fields: Semi-Supervised Community Detection in Attribute Networks.

作者: Di Jin,Ziyang Liu,Weihao Li,Dongxiao He,Weixiong Zhang,

論文連結: https://doi.org/10.1609/aaai.v33i01.3301152

[20]. Incorporating Network Embedding into Markov Random Field for Better Community Detection.

作者: Di Jin,Xinxin You,Weihao Li,Dongxiao He,Peng Cui,Françoise Fogelman-Soulié,Tanmoy Chakraborty,

論文連結: https://doi.org/10.1609/aaai.v33i01.3301160

[21]. Crawling the Community Structure of Multiplex Networks.

作者: Ricky Laishram,Jeremy D. Wendt,Sucheta Soundarajan,

論文連結: https://doi.org/10.1609/aaai.v33i01.3301168

[22]. Coupled CycleGAN: Unsupervised Hashing Network for Cross-Modal Retrieval.

作者: Chao Li,Cheng Deng,Lei Wang,De Xie,Xianglong Liu,

論文連結: https://doi.org/10.1609/aaai.v33i01.3301176

[23]. Supervised User Ranking in Signed Social Networks.

作者: Xiaoming Li,Hui Fang,Jie Zhang,

論文連結: https://doi.org/10.1609/aaai.v33i01.3301184

[24]. Personalized Question Routing via Heterogeneous Network Embedding.

作者: Zeyu Li,Jyun-Yu Jiang,Yizhou Sun,Wei Wang,

論文連結: https://doi.org/10.1609/aaai.v33i01.3301192

[25]. Popularity Prediction on Online Articles with Deep Fusion of Temporal Process and Content Features.

作者: Dongliang Liao,Jin Xu,Gongfu Li,Weijie Huang,Weiqing Liu,Jing Li,

論文連結: https://doi.org/10.1609/aaai.v33i01.3301200

[26]. Discrete Social Recommendation.

作者: Chenghao Liu,Xin Wang,Tao Lu,Wenwu Zhu,Jianling Sun,Steven C. H. Hoi,

論文連結: https://doi.org/10.1609/aaai.v33i01.3301208

[27]. SNR: Sub-Network Routing for Flexible Parameter Sharing in Multi-Task Learning.

作者: Jiaqi Ma,Zhe Zhao,Jilin Chen,Ang Li,Lichan Hong,Ed H. Chi,

論文連結: https://doi.org/10.1609/aaai.v33i01.3301216

[28]. DTMT: A Novel Deep Transition Architecture for Neural Machine Translation.

作者: Fandong Meng,Jinchao Zhang,

論文連結: https://doi.org/10.1609/aaai.v33i01.3301224

[29]. Multi-Perspective Relevance Matching with Hierarchical ConvNets for Social Media Search.

作者: Jinfeng Rao,Wei Yang,Yuhao Zhang,Ferhan Türe,Jimmy Lin,

論文連結: https://doi.org/10.1609/aaai.v33i01.3301232

[30]. Unsupervised Neural Machine Translation with SMT as Posterior Regularization.

作者: Shuo Ren,Zhirui Zhang,Shujie Liu,Ming Zhou,Shuai Ma,

論文連結: https://doi.org/10.1609/aaai.v33i01.3301241

[31]. Mining Entity Synonyms with Efficient Neural Set Generation.

作者: Jiaming Shen,Ruiliang Lyu,Xiang Ren,Michelle Vanni,Brian M. Sadler,Jiawei Han,

論文連結: https://doi.org/10.1609/aaai.v33i01.3301249

[32]. Surveys without Questions: A Reinforcement Learning Approach.

作者: Atanu R. Sinha,Deepali Jain,Nikhil Sheoran,Sopan Khosla,Reshmi Sasidharan,

論文連結: https://doi.org/10.1609/aaai.v33i01.3301257

[33]. ATP: Directed Graph Embedding with Asymmetric Transitivity Preservation.

作者: Jiankai Sun,Bortik Bandyopadhyay,Armin Bashizade,Jiongqian Liang,P. Sadayappan,Srinivasan Parthasarathy,

論文連結: https://doi.org/10.1609/aaai.v33i01.3301265

[34]. Learning from Web Data Using Adversarial Discriminative Neural Networks for Fine-Grained Classification.

作者: Xiaoxiao Sun,Liyi Chen,Jufeng Yang,

論文連結: https://doi.org/10.1609/aaai.v33i01.3301273

[35]. Meimei: An Efficient Probabilistic Approach for Semantically Annotating Tables.

作者: Kunihiro Takeoka,Masafumi Oyamada,Shinji Nakadai,Takeshi Okadome,

論文連結: https://doi.org/10.1609/aaai.v33i01.3301281

[36]. DeepTileBars: Visualizing Term Distribution for Neural Information Retrieval.

作者: Zhiwen Tang,Grace Hui Yang,

論文連結: https://doi.org/10.1609/aaai.v33i01.3301289

[37]. Entity Alignment between Knowledge Graphs Using Attribute Embeddings.

作者: Bayu Distiawan Trisedya,Jianzhong Qi,Rui Zhang,

論文連結: https://doi.org/10.1609/aaai.v33i01.3301297

[38]. VistaNet: Visual Aspect Attention Network for Multimodal Sentiment Analysis.

作者: Quoc-Tuan Truong,Hady W. Lauw,

論文連結: https://doi.org/10.1609/aaai.v33i01.3301305

[39]. UGSD: User Generated Sentiment Dictionaries from Online Customer Reviews.

作者: Chun-Hsiang Wang,Kang-Chun Fan,Chuan-Ju Wang,Ming-Feng Tsai,

論文連結: https://doi.org/10.1609/aaai.v33i01.3301313

[40]. Community Detection in Social Networks Considering Topic Correlations.

作者: Yingkui Wang,Di Jin,Katarzyna Musial,Jianwu Dang,

論文連結: https://doi.org/10.1609/aaai.v33i01.3301321

[41]. Community Focusing: Yet Another Query-Dependent Community Detection.

作者: Zhuo Wang,Weiping Wang,Chaokun Wang,Xiaoyan Gu,Bo Li,Dan Meng,

論文連結: https://doi.org/10.1609/aaai.v33i01.3301329

[42]. Multi-Level Deep Cascade Trees for Conversion Rate Prediction in Recommendation System.

作者: Hong Wen,Jing Zhang,Quan Lin,Keping Yang,Pipei Huang,

論文連結: https://doi.org/10.1609/aaai.v33i01.3301338

[43]. Session-Based Recommendation with Graph Neural Networks.

作者: Shu Wu,Yuyuan Tang,Yanqiao Zhu,Liang Wang,Xing Xie,Tieniu Tan,

論文連結: https://doi.org/10.1609/aaai.v33i01.3301346

[44]. CISI-net: Explicit Latent Content Inference and Imitated Style Rendering for Image Inpainting.

作者: Jing Xiao,Liang Liao,Qiegen Liu,Ruimin Hu,

論文連結: https://doi.org/10.1609/aaai.v33i01.3301354

[45]. Structured and Sparse Annotations for Image Emotion Distribution Learning.

作者: Haitao Xiong,Hongfu Liu,Bineng Zhong,Yun Fu,

論文連結: https://doi.org/10.1609/aaai.v33i01.3301363

[46]. Multi-Interactive Memory Network for Aspect Based Multimodal Sentiment Analysis.

作者: Nan Xu,Wenji Mao,Guandan Chen,

論文連結: https://doi.org/10.1609/aaai.v33i01.3301371

[47]. Multi-View Information-Theoretic Co-Clustering for Co-Occurrence Data.

作者: Peng Xu,Zhaohong Deng,Kup-Sze Choi,Longbing Cao,Shitong Wang,

論文連結: https://doi.org/10.1609/aaai.v33i01.3301379

[48]. Context-Aware Self-Attention Networks.

作者: Baosong Yang,Jian Li,Derek F. Wong,Lidia S. Chao,Xing Wang,Zhaopeng Tu,

論文連結: https://doi.org/10.1609/aaai.v33i01.3301387

[49]. Adversarial Training for Community Question Answer Selection Based on Multi-Scale Matching.

作者: Xiao Yang,Madian Khabsa,Miaosen Wang,Wei Wang,Ahmed Hassan Awadallah,Daniel Kifer,C. Lee Giles,

論文連結: https://doi.org/10.1609/aaai.v33i01.3301395

[50]. TransNFCM: Translation-Based Neural Fashion Compatibility Modeling.

作者: Xun Yang,Yunshan Ma,Lizi Liao,Meng Wang,Tat-Seng Chua,

論文連結: https://doi.org/10.1609/aaai.v33i01.3301403

[51]. Data Augmentation Based on Adversarial Autoencoder Handling Imbalance for Learning to Rank.

作者: Qian Yu,Wai Lam,

論文連結: https://doi.org/10.1609/aaai.v33i01.3301411

[52]. Cross-Relation Cross-Bag Attention for Distantly-Supervised Relation Extraction.

作者: Yujin Yuan,Liyuan Liu,Siliang Tang,Zhongfei Zhang,Yueting Zhuang,Shiliang Pu,Fei Wu,Xiang Ren,

論文連結: https://doi.org/10.1609/aaai.v33i01.3301419

[53]. Text Assisted Insight Ranking Using Context-Aware Memory Network.

作者: Qi Zeng,Liangchen Luo,Wenhao Huang,Yang Tang,

論文連結: https://doi.org/10.1609/aaai.v33i01.3301427

[54]. Hierarchical Reinforcement Learning for Course Recommendation in MOOCs.

作者: Jing Zhang,Bowen Hao,Bo Chen,Cuiping Li,Hong Chen,Jimeng Sun,

論文連結: https://doi.org/10.1609/aaai.v33i01.3301435

[55]. Regularizing Neural Machine Translation by Target-Bidirectional Agreement.

作者: Zhirui Zhang,Shuangzhi Wu,Shujie Liu,Mu Li,Ming Zhou,Tong Xu,

論文連結: https://doi.org/10.1609/aaai.v33i01.3301443

[56]. Addressing the Under-Translation Problem from the Entropy Perspective.

作者: Yang Zhao,Jiajun Zhang,Chengqing Zong,Zhongjun He,Hua Wu,

論文連結: https://doi.org/10.1609/aaai.v33i01.3301451

[57]. Robust Online Matching with User Arrival Distribution Drift.

作者: Yu-Hang Zhou,Chen Liang,Nan Li,Cheng Yang,Shenghuo Zhu,Rong Jin,

論文連結: https://doi.org/10.1609/aaai.v33i01.3301459

[58]. Predicting Hurricane Trajectories Using a Recurrent Neural Network.

作者: Sheila Alemany,Jonathan Beltran,Adrián Pérez,Sam Ganzfried,

論文連結: https://doi.org/10.1609/aaai.v33i01.3301468

[59]. Automatic Detection and Compression for Passive Acoustic Monitoring of the African Forest Elephant.

作者: Johan Bjorck,Brendan H. Rappazzo,Di Chen,Richard Bernstein,Peter H. Wrege,Carla P. Gomes,

論文連結: https://doi.org/10.1609/aaai.v33i01.3301476

[60]. Gated Residual Recurrent Graph Neural Networks for Traffic Prediction.

作者: Cen Chen,Kenli Li,Sin G. Teo,Xiaofeng Zou,Kang Wang,Jie Wang,Zeng Zeng,

論文連結: https://doi.org/10.1609/aaai.v33i01.3301485

[61]. Bias Reduction via End-to-End Shift Learning: Application to Citizen Science.

作者: Di Chen,Carla P. Gomes,

論文連結: https://doi.org/10.1609/aaai.v33i01.3301493

[62]. Coverage Centrality Maximization in Undirected Networks.

作者: Gianlorenzo D'Angelo,Martin Olsen,Lorenzo Severini,

論文連結: https://doi.org/10.1609/aaai.v33i01.3301501

[63]. Bayesian Fairness.

作者: Christos Dimitrakakis,Yang Liu,David C. Parkes,Goran Radanovic,

論文連結: https://doi.org/10.1609/aaai.v33i01.3301509

[64]. Understanding Dropouts in MOOCs.

作者: Wenzheng Feng,Jie Tang,Tracy Xiao Liu,

論文連結: https://doi.org/10.1609/aaai.v33i01.3301517

[65]. Blameworthiness in Multi-Agent Settings.

作者: Meir Friedenberg,Joseph Y. Halpern,

論文連結: https://doi.org/10.1609/aaai.v33i01.3301525

[66]. Optimal Surveillance of Covert Networks by Minimizing Inverse Geodesic Length.

作者: Serge Gaspers,Kamran Najeebullah,

論文連結: https://doi.org/10.1609/aaai.v33i01.3301533

[67]. Resisting Adversarial Attacks Using Gaussian Mixture Variational Autoencoders.

作者: Partha Ghosh,Arpan Losalka,Michael J. Black,

論文連結: https://doi.org/10.1609/aaai.v33i01.3301541

[68]. Migration as Submodular Optimization.

作者: Paul Gölz,Ariel D. Procaccia,

論文連結: https://doi.org/10.1609/aaai.v33i01.3301549

[69]. PGANs: Personalized Generative Adversarial Networks for ECG Synthesis to Improve Patient-Specific Deep ECG Classification.

作者: Tomer Golany,Kira Radinsky,

論文連結: https://doi.org/10.1609/aaai.v33i01.3301557

[70]. Selecting Compliant Agents for Opt-in Micro-Tolling.

作者: Josiah P. Hanna,Guni Sharon,Stephen D. Boyles,Peter Stone,

論文連結: https://doi.org/10.1609/aaai.v33i01.3301565

[71]. HireNet: A Hierarchical Attention Model for the Automatic Analysis of Asynchronous Video Job Interviews.

作者: Léo Hemamou,Ghazi Felhi,Vincent Vandenbussche,Jean-Claude Martin,Chloé Clavel,

論文連結: https://doi.org/10.1609/aaai.v33i01.3301573

[72]. Learning Diffusions without Timestamps.

作者: Hao Huang,Qian Yan,Ting Gan,Di Niu,Wei Lu,Yunjun Gao,

論文連結: https://doi.org/10.1609/aaai.v33i01.3301582

[73]. CheXpert: A Large Chest Radiograph Dataset with Uncertainty Labels and Expert Comparison.

作者: Jeremy Irvin,Pranav Rajpurkar,Michael Ko,Yifan Yu,Silviana Ciurea-Ilcus,Chris Chute,Henrik Marklund,Behzad Haghgoo,Robyn L. Ball,Katie S. Shpanskaya,Jayne Seekins,David A. Mong,Safwan S. Halabi,Jesse K. Sandberg,Ricky Jones,David B. Larson,Curtis P. Langlotz,Bhavik N. Patel,Matthew P. Lungren,Andrew Y. Ng,

論文連結: https://doi.org/10.1609/aaai.v33i01.3301590

[74]. Evolutionarily Learning Multi-Aspect Interactions and Influences from Network Structure and Node Content.

作者: Songlei Jian,Liang Hu,Longbing Cao,Kai Lu,Hang Gao,

論文連結: https://doi.org/10.1609/aaai.v33i01.3301598

[75]. Multi-GCN: Graph Convolutional Networks for Multi-View Networks, with Applications to Global Poverty.

作者: Muhammad Raza Khan,Joshua E. Blumenstock,

論文連結: https://doi.org/10.1609/aaai.v33i01.3301606

[76]. Algorithms for Estimating Trends in Global Temperature Volatility.

作者: Arash Khodadadi,Daniel J. McDonald,

論文連結: https://doi.org/10.1609/aaai.v33i01.3301614

[77]. Allocating Interventions Based on Predicted Outcomes: A Case Study on Homelessness Services.

作者: Amanda Kube,Sanmay Das,Patrick J. Fowler,

論文連結: https://doi.org/10.1609/aaai.v33i01.3301622

[78]. ReAl-LiFE: Accelerating the Discovery of Individualized Brain Connectomes on GPUs.

作者: Sawan Kumar,Varsha Sreenivasan,Partha P. Talukdar,Franco Pestilli,Devarajan Sridharan,

論文連結: https://doi.org/10.1609/aaai.v33i01.3301630

[79]. Latent Dirichlet Allocation for Internet Price War.

作者: Chenchen Li,Xiang Yan,Xiaotie Deng,Yuan Qi,Wei Chu,Le Song,Junlong Qiao,Jianshan He,Junwu Xiong,

論文連結: https://doi.org/10.1609/aaai.v33i01.3301639

[80]. Deep Hierarchical Graph Convolution for Election Prediction from Geospatial Census Data.

作者: Mike Li,Elija Perrier,Chang Xu,

論文連結: https://doi.org/10.1609/aaai.v33i01.3301647

[81]. Who Blames Whom in a Crisis? Detecting Blame Ties from News Articles Using Neural Networks.

作者: Shuailong Liang,Olivia Nicol,Yue Zhang,

論文連結: https://doi.org/10.1609/aaai.v33i01.3301655

[82]. Convex Formulations for Fair Principal Component Analysis.

作者: Matt Olfat,Anil Aswani,

論文連結: https://doi.org/10.1609/aaai.v33i01.3301663

[83]. Violence Rating Prediction from Movie Scripts.

作者: Victor R. Martinez,Krishna Somandepalli,Karan Singla,Anil Ramakrishna,Yalda T. Uhls,Shrikanth S. Narayanan,

論文連結: https://doi.org/10.1609/aaai.v33i01.3301671

[84]. Image Aesthetic Assessment Assisted by Attributes through Adversarial Learning.

作者: Bowen Pan,Shangfei Wang,Qisheng Jiang,

論文連結: https://doi.org/10.1609/aaai.v33i01.3301679

[85]. A Model-Free Affective Reinforcement Learning Approach to Personalization of an Autonomous Social Robot Companion for Early Literacy Education.

作者: Hae Won Park,Ishaan Grover,Samuel Spaulding,Louis Gomez,Cynthia Breazeal,

論文連結: https://doi.org/10.1609/aaai.v33i01.3301687

[86]. Emergency Department Online Patient-Caregiver Scheduling.

作者: Hanan Rosemarin,Ariel Rosenfeld,Sarit Kraus,

論文連結: https://doi.org/10.1609/aaai.v33i01.3301695

[87]. Multi3Net: Segmenting Flooded Buildings via Fusion of Multiresolution, Multisensor, and Multitemporal Satellite Imagery.

作者: Tim G. J. Rudner,Marc Rußwurm,Jakub Fil,Ramona Pelich,Benjamin Bischke,Veronika Kopacková,Piotr Bilinski,

論文連結: https://doi.org/10.1609/aaai.v33i01.3301702

[88]. Learning to Address Health Inequality in the United States with a Bayesian Decision Network.

作者: Tavpritesh Sethi,Anant Mittal,Shubham Maheshwari,Samarth Chugh,

論文連結: https://doi.org/10.1609/aaai.v33i01.3301710

[89]. Axiomatic Characterization of Data-Driven Influence Measures for Classification.

作者: Jakub Sliwinski,Martin Strobel,Yair Zick,

論文連結: https://doi.org/10.1609/aaai.v33i01.3301718

[90]. Hotels-50K: A Global Hotel Recognition Dataset.

作者: Abby Stylianou,Hong Xuan,Maya Shende,Jonathan Brandt,Richard Souvenir,Robert Pless,

論文連結: https://doi.org/10.1609/aaai.v33i01.3301726

[91]. A Study of Educational Data Mining: Evidence from a Thai University.

作者: Ruangsak Trakunphutthirak,Yen Cheung,Vincent C. S. Lee,

論文連結: https://doi.org/10.1609/aaai.v33i01.3301734

[92]. AutoZOOM: Autoencoder-Based Zeroth Order Optimization Method for Attacking Black-Box Neural Networks.

作者: Chun-Chen Tu,Pai-Shun Ting,Pin-Yu Chen,Sijia Liu,Huan Zhang,Jinfeng Yi,Cho-Jui Hsieh,Shin-Ming Cheng,

論文連結: https://doi.org/10.1609/aaai.v33i01.3301742

[93]. Knowledge Tracing Machines: Factorization Machines for Knowledge Tracing.

作者: Jill-Jênn Vie,Hisashi Kashima,

論文連結: https://doi.org/10.1609/aaai.v33i01.3301750

[94]. Forbidden Nodes Aware Community Search.

作者: Chaokun Wang,Junchao Zhu,

論文連結: https://doi.org/10.1609/aaai.v33i01.3301758

[95]. Bidirectional Inference Networks: A Class of Deep Bayesian Networks for Health Profiling.

作者: Hao Wang,Chengzhi Mao,Hao He,Mingmin Zhao,Tommi S. Jaakkola,Dina Katabi,

論文連結: https://doi.org/10.1609/aaai.v33i01.3301766

[96]. DeepETA: A Spatial-Temporal Sequential Neural Network Model for Estimating Time of Arrival in Package Delivery System.

作者: Fan Wu,Lixia Wu,

論文連結: https://doi.org/10.1609/aaai.v33i01.3301774

[97]. Zero Shot Learning for Code Education: Rubric Sampling with Deep Learning Inference.

作者: Mike Wu,Milan Mosse,Noah D. Goodman,Chris Piech,

論文連結: https://doi.org/10.1609/aaai.v33i01.3301782

[98]. Detecting Incongruity between News Headline and Body Text via a Deep Hierarchical Encoder.

作者: Seunghyun Yoon,Kunwoo Park,Joongbo Shin,Hongjun Lim,Seungpil Won,Meeyoung Cha,Kyomin Jung,

論文連結: https://doi.org/10.1609/aaai.v33i01.3301791

[99]. EnsNet: Ensconce Text in the Wild.

作者: Shuaitao Zhang,Yuliang Liu,Lianwen Jin,Yaoxiong Huang,Songxuan Lai,

論文連結: https://doi.org/10.1609/aaai.v33i01.3301801

[100]. Weakly-Supervised Simultaneous Evidence Identification and Segmentation for Automated Glaucoma Diagnosis.

作者: Rongchang Zhao,Wangmin Liao,Beiji Zou,Zailiang Chen,Shuo Li,

論文連結: https://doi.org/10.1609/aaai.v33i01.3301809

[101]. A Neural Multi-Task Learning Framework to Jointly Model Medical Named Entity Recognition and Normalization.

作者: Sendong Zhao,Ting Liu,Sicheng Zhao,Fei Wang,

論文連結: https://doi.org/10.1609/aaai.v33i01.3301817

[102]. Exploiting Time-Series Image-to-Image Translation to Expand the Range of Wildlife Habitat Analysis.

作者: Ruobing Zheng,Ze Luo,Baoping Yan,

論文連結: https://doi.org/10.1609/aaai.v33i01.3301825

[103]. Adversarial Unsupervised Representation Learning for Activity Time-Series.

作者: Karan Aggarwal,Shafiq R. Joty,Luis Fernández-Luque,Jaideep Srivastava,

論文連結: https://doi.org/10.1609/aaai.v33i01.3301834

[104]. Beyond Speech: Generalizing D-Vectors for Biometric Verification.

作者: Jacob Baldwin,Ryan Burnham,Andrew Meyer,Robert Dora,Robert Wright,

論文連結: https://doi.org/10.1609/aaai.v33i01.3301842

[105]. Deep Latent Generative Models for Energy Disaggregation.

作者: Gissella Bejarano,David DeFazio,Arti Ramesh,

論文連結: https://doi.org/10.1609/aaai.v33i01.3301850

[106]. Predicting Concrete and Abstract Entities in Modern Poetry.

作者: Fiammetta Caccavale,Anders Søgaard,

論文連結: https://doi.org/10.1609/aaai.v33i01.3301858

[107]. Synergistic Image and Feature Adaptation: Towards Cross-Modality Domain Adaptation for Medical Image Segmentation.

作者: Cheng Chen,Qi Dou,Hao Chen,Jing Qin,Pheng-Ann Heng,

論文連結: https://doi.org/10.1609/aaai.v33i01.3301865

[108]. Region-Based Message Exploration over Spatio-Temporal Data Streams.

作者: Lisi Chen,Shuo Shang,

論文連結: https://doi.org/10.1609/aaai.v33i01.3301873

[109]. Deriving Subgoals Autonomously to Accelerate Learning in Sparse Reward Domains.

作者: Michael Dann,Fabio Zambetta,John Thangarajah,

論文連結: https://doi.org/10.1609/aaai.v33i01.3301881

[110]. Dynamic Spatial-Temporal Graph Convolutional Neural Networks for Traffic Forecasting.

作者: Zulong Diao,Xin Wang,Dafang Zhang,Yingru Liu,Kun Xie,Shaoyao He,

論文連結: https://doi.org/10.1609/aaai.v33i01.3301890

[111]. Turbo Learning Framework for Human-Object Interactions Recognition and Human Pose Estimation.

作者: Wei Feng,Wentao Liu,Tong Li,Jing Peng,Chen Qian,Xiaolin Hu,

論文連結: https://doi.org/10.1609/aaai.v33i01.3301898

[112]. Efficient Region Embedding with Multi-View Spatial Networks: A Perspective of Locality-Constrained Spatial Autocorrelations.

作者: Yanjie Fu,Pengyang Wang,Jiadi Du,Le Wu,Xiaolin Li,

論文連結: https://doi.org/10.1609/aaai.v33i01.3301906

[113]. VidyutVanika: A Reinforcement Learning Based Broker Agent for a Power Trading Competition.

作者: Susobhan Ghosh,Easwar Subramanian,Sanjay P. Bhat,Sujit Gujar,Praveen Paruchuri,

論文連結: https://doi.org/10.1609/aaai.v33i01.3301914

[114]. Attention Based Spatial-Temporal Graph Convolutional Networks for Traffic Flow Forecasting.

作者: Shengnan Guo,Youfang Lin,Ning Feng,Chao Song,Huaiyu Wan,

論文連結: https://doi.org/10.1609/aaai.v33i01.3301922

[115]. Deep Reinforcement Learning for Syntactic Error Repair in Student Programs.

作者: Rahul Gupta,Aditya Kanade,Shirish K. Shevade,

論文連結: https://doi.org/10.1609/aaai.v33i01.3301930

[116]. Exploiting Sentence Embedding for Medical Question Answering.

作者: Yu Hao,Xien Liu,Ji Wu,Ping Lv,

論文連結: https://doi.org/10.1609/aaai.v33i01.3301938

[117]. Cash-Out User Detection Based on Attributed Heterogeneous Information Network with a Hierarchical Attention Mechanism.

作者: Binbin Hu,Zhiqiang Zhang,Chuan Shi,Jun Zhou,Xiaolong Li,Yuan Qi,

論文連結: https://doi.org/10.1609/aaai.v33i01.3301946

[118]. Combo-Action: Training Agent For FPS Game with Auxiliary Tasks.

作者: Shiyu Huang,Hang Su,Jun Zhu,Ting Chen,

論文連結: https://doi.org/10.1609/aaai.v33i01.3301954

[119]. Connecting the Digital and Physical World: Improving the Robustness of Adversarial Attacks.

作者: Steve T. K. Jan,Joseph Messou,Yen-Chen Lin,Jia-Bin Huang,Gang Wang,

論文連結: https://doi.org/10.1609/aaai.v33i01.3301962

[120]. A Memetic Approach for Sequential Security Games on a Plane with Moving Targets.

作者: Jan Karwowski,Jacek Mandziuk,Adam Zychowski,Filip Grajek,Bo An,

論文連結: https://doi.org/10.1609/aaai.v33i01.3301970

[121]. Crash to Not Crash: Learn to Identify Dangerous Vehicles Using a Simulator.

作者: Hoon Kim,Kangwook Lee,Gyeongjo Hwang,Changho Suh,

論文連結: https://doi.org/10.1609/aaai.v33i01.3301978

[122]. Traffic Updates: Saying a Lot While Revealing a Little.

作者: John Krumm,Eric Horvitz,

論文連結: https://doi.org/10.1609/aaai.v33i01.3301986

[123]. Adversarial Learning for Weakly-Supervised Social Network Alignment.

作者: Chaozhuo Li,Senzhang Wang,Yukun Wang,Philip S. Yu,Yanbo Liang,Yun Liu,Zhoujun Li,

論文連結: https://doi.org/10.1609/aaai.v33i01.3301996

[124]. Learning Heterogeneous Spatial-Temporal Representation for Bike-Sharing Demand Prediction.

作者: Youru Li,Zhenfeng Zhu,Deqiang Kong,Meixiang Xu,Yao Zhao,

論文連結: https://doi.org/10.1609/aaai.v33i01.33011004

[125]. SEGAN: Structure-Enhanced Generative Adversarial Network for Compressed Sensing MRI Reconstruction.

作者: Zhongnian Li,Tao Zhang,Peng Wan,Daoqiang Zhang,

論文連結: https://doi.org/10.1609/aaai.v33i01.33011012

[126]. DeepSTN+: Context-Aware Spatial-Temporal Neural Network for Crowd Flow Prediction in Metropolis.

作者: Ziqian Lin,Jie Feng,Ziyang Lu,Yong Li,Depeng Jin,

論文連結: https://doi.org/10.1609/aaai.v33i01.33011020

[127]. Perceptual-Sensitive GAN for Generating Adversarial Patches.

作者: Aishan Liu,Xianglong Liu,Jiaxin Fan,Yuqing Ma,Anlan Zhang,Huiyuan Xie,Dacheng Tao,

論文連結: https://doi.org/10.1609/aaai.v33i01.33011028

[128]. Joint Representation Learning for Multi-Modal Transportation Recommendation.

作者: Hao Liu,Ting Li,Renjun Hu,Yanjie Fu,Jingjing Gu,Hui Xiong,

論文連結: https://doi.org/10.1609/aaai.v33i01.33011036

[129]. DeepFuzz: Automatic Generation of Syntax Valid C Programs for Fuzz Testing.

作者: Xiao Liu,Xiaoting Li,Rupesh Prajapati,Dinghao Wu,

論文連結: https://doi.org/10.1609/aaai.v33i01.33011044

[130]. Molecular Property Prediction: A Multilevel Quantum Interactions Modeling Perspective.

作者: Chengqiang Lu,Qi Liu,Chao Wang,Zhenya Huang,Peize Lin,Lixin He,

論文連結: https://doi.org/10.1609/aaai.v33i01.33011052

[131]. Play as You Like: Timbre-Enhanced Multi-Modal Music Style Transfer.

作者: Chien-Yu Lu,Min-Xin Xue,Chia-Che Chang,Che-Rung Lee,Li Su,

論文連結: https://doi.org/10.1609/aaai.v33i01.33011061

[132]. AffinityNet: Semi-Supervised Few-Shot Learning for Disease Type Prediction.

作者: Tianle Ma,Aidong Zhang,

論文連結: https://doi.org/10.1609/aaai.v33i01.33011069

[133]. Scalable Robust Kidney Exchange.

作者: Duncan C. McElfresh,Hoda Bidkhori,John P. Dickerson,

論文連結: https://doi.org/10.1609/aaai.v33i01.33011077

[134]. Difficulty-Aware Attention Network with Confidence Learning for Medical Image Segmentation.

作者: Dong Nie,Li Wang,Lei Xiang,Sihang Zhou,Ehsan Adeli,Dinggang Shen,

論文連結: https://doi.org/10.1609/aaai.v33i01.33011085

[135]. Pathological Evidence Exploration in Deep Retinal Image Diagnosis.

作者: Yuhao Niu,Lin Gu,Feng Lu,Feifan Lv,Zongji Wang,Imari Sato,Zijian Zhang,Yangyan Xiao,Xunzhang Dai,Tingting Cheng,

論文連結: https://doi.org/10.1609/aaai.v33i01.33011093

[136]. Building Causal Graphs from Medical Literature and Electronic Medical Records.

作者: Galia Nordon,Gideon Koren,Varda Shalev,Benny Kimelfeld,Uri Shalit,Kira Radinsky,

論文連結: https://doi.org/10.1609/aaai.v33i01.33011102

[137]. NeVAE: A Deep Generative Model for Molecular Graphs.

作者: Bidisha Samanta,Abir De,Gourhari Jana,Pratim Kumar Chattaraj,Niloy Ganguly,Manuel Gomez Rodriguez,

論文連結: https://doi.org/10.1609/aaai.v33i01.33011110

[138]. PhoneMD: Learning to Diagnose Parkinson's Disease from Smartphone Data.

作者: Patrick Schwab,Walter Karlen,

論文連結: https://doi.org/10.1609/aaai.v33i01.33011118

[139]. GAMENet: Graph Augmented MEmory Networks for Recommending Medication Combination.

作者: Junyuan Shang,Cao Xiao,Tengfei Ma,Hongyan Li,Jimeng Sun,

論文連結: https://doi.org/10.1609/aaai.v33i01.33011126

[140]. The Kelly Growth Optimal Portfolio with Ensemble Learning.

作者: Weiwei Shen,Bin Wang,Jian Pu,Jun Wang,

論文連結: https://doi.org/10.1609/aaai.v33i01.33011134

[141]. Spatiality Preservable Factored Poisson Regression for Large-Scale Fine-Grained GPS-Based Population Analysis.

作者: Masamichi Shimosaka,Yuta Hayakawa,Kota Tsubouchi,

論文連結: https://doi.org/10.1609/aaai.v33i01.33011142

[142]. Subtask Gated Networks for Non-Intrusive Load Monitoring.

作者: Changho Shin,Sunghwan Joo,Jaeryun Yim,Hyoseop Lee,Taesup Moon,Wonjong Rhee,

論文連結: https://doi.org/10.1609/aaai.v33i01.33011150

[143]. Improving Search with Supervised Learning in Trick-Based Card Games.

作者: Christopher Solinas,Douglas Rebstock,Michael Buro,

論文連結: https://doi.org/10.1609/aaai.v33i01.33011158

[144]. Exploiting the Contagious Effect for Employee Turnover Prediction.

作者: Mingfei Teng,Hengshu Zhu,Chuanren Liu,Chen Zhu,Hui Xiong,

論文連結: https://doi.org/10.1609/aaai.v33i01.33011166

[145]. PerformanceNet: Score-to-Audio Music Generation with Multi-Band Convolutional Residual Network.

作者: Bryan Wang,Yi-Hsuan Yang,

論文連結: https://doi.org/10.1609/aaai.v33i01.33011174

[146]. Differentially Private Empirical Risk Minimization with Smooth Non-Convex Loss Functions: A Non-Stationary View.

作者: Di Wang,Jinhui Xu,

論文連結: https://doi.org/10.1609/aaai.v33i01.33011182

[147]. Private Model Compression via Knowledge Distillation.

作者: Ji Wang,Weidong Bao,Lichao Sun,Xiaomin Zhu,Bokai Cao,Philip S. Yu,

論文連結: https://doi.org/10.1609/aaai.v33i01.33011190

[148]. Functional Connectivity Network Analysis with Discriminative Hub Detection for Brain Disease Identification.

作者: Mingliang Wang,Jiashuang Huang,Mingxia Liu,Daoqiang Zhang,

論文連結: https://doi.org/10.1609/aaai.v33i01.33011198

[149]. Hierarchical Macro Strategy Model for MOBA Game AI.

作者: Bin Wu,

論文連結: https://doi.org/10.1609/aaai.v33i01.33011206

[150]. G2C: A Generator-to-Classifier Framework Integrating Multi-Stained Visual Cues for Pathological Glomerulus Classification.

作者: Bingzhe Wu,Xiaolu Zhang,Shiwan Zhao,Lingxi Xie,Caihong Zeng,Zhihong Liu,Guangyu Sun,

論文連結: https://doi.org/10.1609/aaai.v33i01.33011214

[151]. On Strength Adjustment for MCTS-Based Programs.

作者: I-Chen Wu,Ti-Rong Wu,An-Jen Liu,Hung Guei,Tinghan Wei,

論文連結: https://doi.org/10.1609/aaai.v33i01.33011222

[152]. A2-Net: Molecular Structure Estimation from Cryo-EM Density Volumes.

作者: Kui Xu,Zhe Wang,Jianping Shi,Hongsheng Li,Qiangfeng Cliff Zhang,

論文連結: https://doi.org/10.1609/aaai.v33i01.33011230

[153]. TET-GAN: Text Effects Transfer via Stylization and Destylization.

作者: Shuai Yang,Jiaying Liu,Wenjing Wang,Zongming Guo,

論文連結: https://doi.org/10.1609/aaai.v33i01.33011238

[154]. Learning Phenotypes and Dynamic Patient Representations via RNN Regularized Collective Non-Negative Tensor Factorization.

作者: Kejing Yin,Dong Qian,William K. Cheung,Benjamin C. M. Fung,Jonathan Poon,

論文連結: https://doi.org/10.1609/aaai.v33i01.33011246

[155]. MetaStyle: Three-Way Trade-off among Speed, Flexibility, and Quality in Neural Style Transfer.

作者: Chi Zhang,Yixin Zhu,Song-Chun Zhu,

論文連結: https://doi.org/10.1609/aaai.v33i01.33011254

[156]. Optimal Interdiction of Urban Criminals with the Aid of Real-Time Information.

作者: Youzhi Zhang,Qingyu Guo,Bo An,Long Tran-Thanh,Nicholas R. Jennings,

論文連結: https://doi.org/10.1609/aaai.v33i01.33011262

[157]. Incorporating Semantic Similarity with Geographic Correlation for Query-POI Relevance Learning.

作者: Ji Zhao,Dan Peng,Chuhan Wu,Huan Chen,Meiyu Yu,Wanji Zheng,Li Ma,Hua Chai,Jieping Ye,Xiaohu Qie,

論文連結: https://doi.org/10.1609/aaai.v33i01.33011270

[158]. SAFE: A Neural Survival Analysis Model for Fraud Early Detection.

作者: Panpan Zheng,Shuhan Yuan,Xintao Wu,

論文連結: https://doi.org/10.1609/aaai.v33i01.33011278

[159]. One-Class Adversarial Nets for Fraud Detection.

作者: Panpan Zheng,Shuhan Yuan,Xintao Wu,Jun Li,Aidong Lu,

論文連結: https://doi.org/10.1609/aaai.v33i01.33011286

[160]. DeepDPM: Dynamic Population Mapping via Deep Neural Network.

作者: Zefang Zong,Jie Feng,Kechun Liu,Hongzhi Shi,Yong Li,

論文連結: https://doi.org/10.1609/aaai.v33i01.33011294

[161]. Cognitive Deficit of Deep Learning in Numerosity.

作者: Xiaolin Wu,Xi Zhang,Xiao Shu,

論文連結: https://doi.org/10.1609/aaai.v33i01.33011303

[162]. Direct Training for Spiking Neural Networks: Faster, Larger, Better.

作者: Yujie Wu,Lei Deng,Guoqi Li,Jun Zhu,Yuan Xie,Luping Shi,

論文連結: https://doi.org/10.1609/aaai.v33i01.33011311

[163]. TDSNN: From Deep Neural Networks to Deep Spike Neural Networks with Temporal-Coding.

作者: Lei Zhang,Shengyuan Zhou,Tian Zhi,Zidong Du,Yunji Chen,

論文連結: https://doi.org/10.1609/aaai.v33i01.33011319

[164]. MPD-AL: An Efficient Membrane Potential Driven Aggregate-Label Learning Algorithm for Spiking Neurons.

作者: Malu Zhang,Jibin Wu,Yansong Chua,Xiaoling Luo,Zihan Pan,Dan Liu,Haizhou Li,

論文連結: https://doi.org/10.1609/aaai.v33i01.33011327

[165]. Human-Like Sketch Object Recognition via Analogical Learning.

作者: Kezhen Chen,Irina Rabkina,Matthew D. McLure,Kenneth D. Forbus,

論文連結: https://doi.org/10.1609/aaai.v33i01.33011336

[166]. Attentive Tensor Product Learning.

作者: Qiuyuan Huang,Li Deng,Dapeng Oliver Wu,Chang Liu,Xiaodong He,

論文連結: https://doi.org/10.1609/aaai.v33i01.33011344

[167]. Scalable Recollections for Continual Lifelong Learning.

作者: Matthew Riemer,Tim Klinger,Djallel Bouneffouf,Michele Franceschini,

論文連結: https://doi.org/10.1609/aaai.v33i01.33011352

[168]. Simulation-Based Approach to Efficient Commonsense Reasoning in Very Large Knowledge Bases.

作者: Abhishek Sharma,Keith M. Goolsbey,

論文連結: https://doi.org/10.1609/aaai.v33i01.33011360

[169]. Modelling Autobiographical Memory Loss across Life Span.

作者: Di Wang,Ah-Hwee Tan,Chunyan Miao,Ahmed A. Moustafa,

論文連結: https://doi.org/10.1609/aaai.v33i01.33011368

[170]. Deep Bayesian Optimization on Attributed Graphs.

作者: Jiaxu Cui,Bo Yang,Xia Hu,

論文連結: https://doi.org/10.1609/aaai.v33i01.33011377

[171]. Interpretable Predictive Modeling for Climate Variables with Weighted Lasso.

作者: Sijie He,Xinyan Li,Vidyashankar Sivakumar,Arindam Banerjee,

論文連結: https://doi.org/10.1609/aaai.v33i01.33011385

[172]. A Deep Reinforcement Learning Framework for Rebalancing Dockless Bike Sharing Systems.

作者: Ling Pan,Qingpeng Cai,Zhixuan Fang,Pingzhong Tang,Longbo Huang,

論文連結: https://doi.org/10.1609/aaai.v33i01.33011393

[173]. Deep Reinforcement Learning for Green Security Games with Real-Time Information.

作者: Yufei Wang,Zheyuan Ryan Shi,Lantao Yu,Yi Wu,Rohit Singh,Lucas Joppa,Fei Fang,

論文連結: https://doi.org/10.1609/aaai.v33i01.33011401

[174]. A Deep Neural Network for Unsupervised Anomaly Detection and Diagnosis in Multivariate Time Series Data.

作者: Chuxu Zhang,Dongjin Song,Yuncong Chen,Xinyang Feng,Cristian Lumezanu,Wei Cheng,Jingchao Ni,Bo Zong,Haifeng Chen,Nitesh V. Chawla,

論文連結: https://doi.org/10.1609/aaai.v33i01.33011409

[175]. Learning Optimal and Fair Decision Trees for Non-Discriminative Decision-Making.

作者: Sina Aghaei,Mohammad Javad Azizi,Phebe Vayanos,

論文連結: https://doi.org/10.1609/aaai.v33i01.33011418

[176]. Clairvoyant Restarts in Branch-and-Bound Search Using Online Tree-Size Estimation.

作者: Daniel Anderson,Gregor Hendel,Pierre Le Bodic,Merlin Viernickel,

論文連結: https://doi.org/10.1609/aaai.v33i01.33011427

[177]. A SAT+CAS Approach to Finding Good Matrices: New Examples and Counterexamples.

作者: Curtis Bright,Dragomir Z. Ðokovic,Ilias S. Kotsireas,Vijay Ganesh,

論文連結: https://doi.org/10.1609/aaai.v33i01.33011435

[178]. Improving Optimization Bounds Using Machine Learning: Decision Diagrams Meet Deep Reinforcement Learning.

作者: Quentin Cappart,Emmanuel Goutierre,David Bergman,Louis-Martin Rousseau,

論文連結: https://doi.org/10.1609/aaai.v33i01.33011443

[179]. Model-Based Diagnosis of Hybrid Systems Using Satisfiability Modulo Theory.

作者: Alexander Diedrich,Alexander Maier,Oliver Niggemann,

論文連結: https://doi.org/10.1609/aaai.v33i01.33011452

[180]. On Geometric Alignment in Low Doubling Dimension.

作者: Hu Ding,Mingquan Ye,

論文連結: https://doi.org/10.1609/aaai.v33i01.33011460

[181]. A Nonconvex Projection Method for Robust PCA.

作者: Aritra Dutta,Filip Hanzely,Peter Richtárik,

論文連結: https://doi.org/10.1609/aaai.v33i01.33011468

[182]. Solving Integer Quadratic Programming via Explicit and Structural Restrictions.

作者: Eduard Eiben,Robert Ganian,Dusan Knop,Sebastian Ordyniak,

論文連結: https://doi.org/10.1609/aaai.v33i01.33011477

[183]. Stochastic Submodular Maximization with Performance-Dependent Item Costs.

作者: Takuro Fukunaga,Takuya Konishi,Sumio Fujita,Ken-ichi Kawarabayashi,

論文連結: https://doi.org/10.1609/aaai.v33i01.33011485

[184]. Constraint-Based Sequential Pattern Mining with Decision Diagrams.

作者: Amin Hosseininasab,Willem-Jan van Hoeve,André A. Ciré,

論文連結: https://doi.org/10.1609/aaai.v33i01.33011495

[185]. Faster Gradient-Free Proximal Stochastic Methods for Nonconvex Nonsmooth Optimization.

作者: Feihu Huang,Bin Gu,Zhouyuan Huo,Songcan Chen,Heng Huang,

論文連結: https://doi.org/10.1609/aaai.v33i01.33011503

[186]. Abduction-Based Explanations for Machine Learning Models.

作者: Alexey Ignatiev,Nina Narodytska,João Marques-Silva,

論文連結: https://doi.org/10.1609/aaai.v33i01.33011511

[187]. Separator-Based Pruned Dynamic Programming for Steiner Tree.

作者: Yoichi Iwata,Takuto Shigemura,

論文連結: https://doi.org/10.1609/aaai.v33i01.33011520

[188]. Asynchronous Delay-Aware Accelerated Proximal Coordinate Descent for Nonconvex Nonsmooth Problems.

作者: Ehsan Kazemi,Liqiang Wang,

論文連結: https://doi.org/10.1609/aaai.v33i01.33011528

[189]. A Recursive Algorithm for Projected Model Counting.

作者: Jean-Marie Lagniez,Pierre Marquis,

論文連結: https://doi.org/10.1609/aaai.v33i01.33011536

[190]. RSA: Byzantine-Robust Stochastic Aggregation Methods for Distributed Learning from Heterogeneous Datasets.

作者: Liping Li,Wei Xu,Tianyi Chen,Georgios B. Giannakis,Qing Ling,

論文連結: https://doi.org/10.1609/aaai.v33i01.33011544

[191]. Adaptive Proximal Average Based Variance Reducing Stochastic Methods for Optimization with Composite Regularization.

作者: Jingchang Liu,Linli Xu,Junliang Guo,Xin Sheng,

論文連結: https://doi.org/10.1609/aaai.v33i01.33011552

[192]. Automatic Construction of Parallel Portfolios via Explicit Instance Grouping.

作者: Shengcai Liu,Ke Tang,Xin Yao,

論文連結: https://doi.org/10.1609/aaai.v33i01.33011560

[193]. On Sampling Complexity of the Semidefinite Affine Rank Feasibility Problem.

作者: Igor Molybog,Javad Lavaei,

論文連結: https://doi.org/10.1609/aaai.v33i01.33011568

[194]. Revisiting Projection-Free Optimization for Strongly Convex Constraint Sets.

作者: Jarrid Rector-Brooks,Jun-Kun Wang,Barzan Mozafari,

論文連結: https://doi.org/10.1609/aaai.v33i01.33011576

[195]. A PSPACE Subclass of Dependency Quantified Boolean Formulas and Its Effective Solving.

作者: Christoph Scholl,Jie-Hong Roland Jiang,Ralf Wimmer,Aile Ge-Ernst,

論文連結: https://doi.org/10.1609/aaai.v33i01.33011584

[196]. BIRD: Engineering an Efficient CNF-XOR SAT Solver and Its Applications to Approximate Model Counting.

作者: Mate Soos,Kuldeep S. Meel,

論文連結: https://doi.org/10.1609/aaai.v33i01.33011592

[197]. Algorithms for Average Regret Minimization.

作者: Sabine Storandt,Stefan Funke,

論文連結: https://doi.org/10.1609/aaai.v33i01.33011600

[198]. Concurrency Debugging with MaxSMT.

作者: Miguel Terra-Neves,Nuno Machado,Inês Lynce,Vasco M. Manquinho,

論文連結: https://doi.org/10.1609/aaai.v33i01.33011608

[199]. Bayesian Functional Optimisation with Shape Prior.

作者: Pratibha Vellanki,Santu Rana,Sunil Gupta,David Rubin de Celis Leal,Alessandra Sutti,Murray Height,Svetha Venkatesh,

論文連結: https://doi.org/10.1609/aaai.v33i01.33011617

[200]. Learning Optimal Classification Trees Using a Binary Linear Program Formulation.

作者: Sicco Verwer,Yingqian Zhang,

論文連結: https://doi.org/10.1609/aaai.v33i01.33011624

[201]. Asynchronous Proximal Stochastic Gradient Algorithm for Composition Optimization Problems.

作者: Pengfei Wang,Risheng Liu,Nenggan Zheng,Zhefeng Gong,

論文連結: https://doi.org/10.1609/aaai.v33i01.33011633

[202]. Low-Rank Semidefinite Programming for the MAX2SAT Problem.

作者: Po-Wei Wang,J. Zico Kolter,

論文連結: https://doi.org/10.1609/aaai.v33i01.33011641

[203]. Task Embedded Coordinate Update: A Realizable Framework for Multivariate Non-Convex Optimization.

作者: Yiyang Wang,Risheng Liu,Long Ma,Xiaoliang Song,

論文連結: https://doi.org/10.1609/aaai.v33i01.33011650

[204]. Melding the Data-Decisions Pipeline: Decision-Focused Learning for Combinatorial Optimization.

作者: Bryan Wilder,Bistra Dilkina,Milind Tambe,

論文連結: https://doi.org/10.1609/aaai.v33i01.33011658

[205]. Adding Constraints to Bayesian Inverse Problems.

作者: Jiacheng Wu,Jian-Xun Wang,Shawn C. Shadden,

論文連結: https://doi.org/10.1609/aaai.v33i01.33011666

[206]. Optimizing in the Dark: Learning an Optimal Solution through a Simple Request Interface.

作者: Qiao Xiang,Haitao Yu,James Aspnes,Franck Le,Linghe Kong,Yang Richard Yang,

論文連結: https://doi.org/10.1609/aaai.v33i01.33011674

[207]. Generalized Batch Normalization: Towards Accelerating Deep Neural Networks.

作者: Xiaoyong Yuan,Zheng Feng,Matthew Norton,Xiaolin Li,

論文連結: https://doi.org/10.1609/aaai.v33i01.33011682

[208]. Tackling Sparse Rewards in Real-Time Games with Statistical Forward Planning Methods.

作者: Raluca D. Gaina,Simon M. Lucas,Diego Pérez-Liébana,

論文連結: https://doi.org/10.1609/aaai.v33i01.33011691

[209]. Regular Boardgames.

作者: Jakub Kowalski,Maksymilian Mika,Jakub Sutowicz,Marek Szykula,

論文連結: https://doi.org/10.1609/aaai.v33i01.33011699

[210]. 3D Face Synthesis Driven by Personality Impression.

作者: Yining Lang,Wei Liang,Yujia Wang,Lap-Fai Yu,

論文連結: https://doi.org/10.1609/aaai.v33i01.33011707

[211]. Learning to Write Stories with Thematic Consistency and Wording Novelty.

作者: Juntao Li,Lidong Bing,Lisong Qiu,Dongmin Chen,Dongyan Zhao,Rui Yan,

論文連結: https://doi.org/10.1609/aaai.v33i01.33011715

[212]. The Pure Price of Anarchy of Pool Block Withholding Attacks in Bitcoin Mining.

作者: Colleen Alkalay-Houlihan,Nisarg Shah,

論文連結: https://doi.org/10.1609/aaai.v33i01.33011724

[213]. Fair Division with a Secretive Agent.

作者: Eshwar Ram Arunachaleswaran,Siddharth Barman,Nidhi Rathi,

論文連結: https://doi.org/10.1609/aaai.v33i01.33011732

[214]. Pareto Optimal Allocation under Compact Uncertain Preferences.

作者: Haris Aziz,Péter Biró,Ronald de Haan,Baharak Rastegari,

論文連結: https://doi.org/10.1609/aaai.v33i01.33011740

[215]. On the Proximity of Markets with Integral Equilibria.

作者: Siddharth Barman,Sanath Kumar Krishnamurthy,

論文連結: https://doi.org/10.1609/aaai.v33i01.33011748

[216]. Unknown Agents in Friends Oriented Hedonic Games: Stability and Complexity.

作者: Nathanaël Barrot,Kazunori Ota,Yuko Sakurai,Makoto Yokoo,

論文連結: https://doi.org/10.1609/aaai.v33i01.33011756

[217]. Generalized Distance Bribery.

作者: Dorothea Baumeister,Tobias Hogrebe,Lisa Rey,

論文連結: https://doi.org/10.1609/aaai.v33i01.33011764

[218]. From Recommendation Systems to Facility Location Games.

作者: Omer Ben-Porat,Gregory Goren,Itay Rosenberg,Moshe Tennenholtz,

論文連結: https://doi.org/10.1609/aaai.v33i01.33011772

[219]. Convergence of Learning Dynamics in Information Retrieval Games.

作者: Omer Ben-Porat,Itay Rosenberg,Moshe Tennenholtz,

論文連結: https://doi.org/10.1609/aaai.v33i01.33011780

[220]. Low-Distortion Social Welfare Functions.

作者: Gerdus Benadè,Ariel D. Procaccia,Mingda Qiao,

論文連結: https://doi.org/10.1609/aaai.v33i01.33011788

[221]. On Rational Delegations in Liquid Democracy.

作者: Daan Bloembergen,Davide Grossi,Martin Lackner,

論文連結: https://doi.org/10.1609/aaai.v33i01.33011796

[222]. Primarily about Primaries.

作者: Allan Borodin,Omer Lev,Nisarg Shah,Tyrone Strangway,

論文連結: https://doi.org/10.1609/aaai.v33i01.33011804

[223]. Walrasian Dynamics in Multi-Unit Markets.

作者: Simina Brânzei,Aris Filos-Ratsikas,

論文連結: https://doi.org/10.1609/aaai.v33i01.33011812

[224]. Fast Iterative Combinatorial Auctions via Bayesian Learning.

作者: Gianluca Brero,Sébastien Lahaie,Sven Seuken,

論文連結: https://doi.org/10.1609/aaai.v33i01.33011820

[225]. Solving Imperfect-Information Games via Discounted Regret Minimization.

作者: Noam Brown,Tuomas Sandholm,

論文連結: https://doi.org/10.1609/aaai.v33i01.33011829

[226]. Partial Verification as a Substitute for Money.

作者: Sofia Ceppi,Ian A. Kash,Rafael M. Frongillo,

論文連結: https://doi.org/10.1609/aaai.v33i01.33011837

[227]. Randomized Wagering Mechanisms.

作者: Yiling Chen,Yang Liu,Juntao Wang,

論文連結: https://doi.org/10.1609/aaai.v33i01.33011845

[228]. Group Fairness for the Allocation of Indivisible Goods.

作者: Vincent Conitzer,Rupert Freeman,Nisarg Shah,Jennifer Wortman Vaughan,

論文連結: https://doi.org/10.1609/aaai.v33i01.33011853

[229]. Solving Large Extensive-Form Games with Strategy Constraints.

作者: Trevor Davis,Kevin Waugh,Michael Bowling,

論文連結: https://doi.org/10.1609/aaai.v33i01.33011861

[230]. On the Complexity of the Inverse Semivalue Problem for Weighted Voting Games.

作者: Ilias Diakonikolas,Chrystalla Pavlou,

論文連結: https://doi.org/10.1609/aaai.v33i01.33011869

[231]. Balancing Relevance and Diversity in Online Bipartite Matching via Submodularity.

作者: John P. Dickerson,Karthik Abinav Sankararaman,Aravind Srinivasan,Pan Xu,

論文連結: https://doi.org/10.1609/aaai.v33i01.33011877

[232]. Online Pandora's Boxes and Bandits.

作者: Hossein Esfandiari,Mohammad Taghi Hajiaghayi,Brendan Lucier,Michael Mitzenmacher,

論文連結: https://doi.org/10.1609/aaai.v33i01.33011885

[233]. Random Dictators with a Random Referee: Constant Sample Complexity Mechanisms for Social Choice.

作者: Brandon Fain,Ashish Goel,Kamesh Munagala,Nina Prabhu,

論文連結: https://doi.org/10.1609/aaai.v33i01.33011893

[234]. Approximation and Hardness of Shift-Bribery.

作者: Piotr Faliszewski,Pasin Manurangsi,Krzysztof Sornat,

論文連結: https://doi.org/10.1609/aaai.v33i01.33011901

[235]. How Similar Are Two Elections?

作者: Piotr Faliszewski,Piotr Skowron,Arkadii Slinko,Stanislaw Szufa,Nimrod Talmon,

論文連結: https://doi.org/10.1609/aaai.v33i01.33011909

[236]. Online Convex Optimization for Sequential Decision Processes and Extensive-Form Games.

作者: Gabriele Farina,Christian Kroer,Tuomas Sandholm,

論文連結: https://doi.org/10.1609/aaai.v33i01.33011917

[237]. An Improved Quasi-Polynomial Algorithm for Approximate Well-Supported Nash Equilibria.

作者: Michail Fasoulakis,Evangelos Markakis,

論文連結: https://doi.org/10.1609/aaai.v33i01.33011926

[238]. Very Hard Electoral Control Problems.

作者: Zack Fitzsimmons,Edith Hemaspaandra,Alexander Hoover,David E. Narváez,

論文連結: https://doi.org/10.1609/aaai.v33i01.33011933

[239]. Fair Knapsack.

作者: Till Fluschnik,Piotr Skowron,Mervin Triphaus,Kai Wilker,

論文連結: https://doi.org/10.1609/aaai.v33i01.33011941

[240]. A Bridge between Liquid and Social Welfare in Combinatorial Auctions with Submodular Bidders.

作者: Dimitris Fotakis,Kyriakos Lotidis,Chara Podimata,

論文連結: https://doi.org/10.1609/aaai.v33i01.33011949

[241]. An Equivalence between Wagering and Fair-Division Mechanisms.

作者: Rupert Freeman,David M. Pennock,Jennifer Wortman Vaughan,

論文連結: https://doi.org/10.1609/aaai.v33i01.33011957

[242]. Fair and Efficient Memory Sharing: Confronting Free Riders.

作者: Eric J. Friedman,Vasilis Gkatzelis,Christos-Alexandros Psomas,Scott Shenker,

論文連結: https://doi.org/10.1609/aaai.v33i01.33011965

[243]. Multi-Unit Bilateral Trade.

作者: Matthias Gerstgrasser,Paul W. Goldberg,Bart de Keijzer,Philip Lazos,Alexander Skopalik,

論文連結: https://doi.org/10.1609/aaai.v33i01.33011973

[244]. On the Distortion Value of the Elections with Abstention.

作者: Mohammad Ghodsi,Mohamad Latifian,Masoud Seddighin,

論文連結: https://doi.org/10.1609/aaai.v33i01.33011981

[245]. Pareto Efficient Auctions with Interest Rates.

作者: Gagan Goel,Vahab S. Mirrokni,Renato Paes Leme,

論文連結: https://doi.org/10.1609/aaai.v33i01.33011989

[246]. Deep Bayesian Trust: A Dominant and Fair Incentive Mechanism for Crowd.

作者: Naman Goel,Boi Faltings,

論文連結: https://doi.org/10.1609/aaai.v33i01.33011996

[247]. You Get What You Share: Incentives for a Sharing Economy.

作者: Sreenivas Gollapudi,Kostas Kollias,Debmalya Panigrahi,

論文連結: https://doi.org/10.1609/aaai.v33i01.33012004

[248]. Computing the Yolk in Spatial Voting Games without Computing Median Lines.

作者: Joachim Gudmundsson,Sampson Wong,

論文連結: https://doi.org/10.1609/aaai.v33i01.33012012

[249]. On the Inducibility of Stackelberg Equilibrium for Security Games.

作者: Qingyu Guo,Jiarui Gan,Fei Fang,Long Tran-Thanh,Milind Tambe,Bo An,

論文連結: https://doi.org/10.1609/aaai.v33i01.33012020

[250]. Solving Partially Observable Stochastic Games with Public Observations.

作者: Karel Horák,Branislav Bosanský,

論文連結: https://doi.org/10.1609/aaai.v33i01.33012029

[251]. Object Reachability via Swaps along a Line.

作者: Sen Huang,Mingyu Xiao,

論文連結: https://doi.org/10.1609/aaai.v33i01.33012037

[252]. Pareto-Optimal Allocation of Indivisible Goods with Connectivity Constraints.

作者: Ayumi Igarashi,Dominik Peters,

論文連結: https://doi.org/10.1609/aaai.v33i01.33012045

[253]. Forming Probably Stable Communities with Limited Interactions.

作者: Ayumi Igarashi,Jakub Sliwinski,Yair Zick,

論文連結: https://doi.org/10.1609/aaai.v33i01.33012053

[254]. Approximate Inference of Outcomes in Probabilistic Elections.

作者: Batya Kenig,Benny Kimelfeld,

論文連結: https://doi.org/10.1609/aaai.v33i01.33012061

[255]. "Reverse Gerrymandering": Manipulation in Multi-Group Decision Making.

作者: Omer Lev,Yoad Lewenberg,

論文連結: https://doi.org/10.1609/aaai.v33i01.33012069

[256]. Heuristic Voting as Ordinal Dominance Strategies.

作者: Omer Lev,Reshef Meir,Svetlana Obraztsova,Maria Polukarov,

論文連結: https://doi.org/10.1609/aaai.v33i01.33012077

[257]. Cooperation Enforcement and Collusion Resistance in Repeated Public Goods Games.

作者: Kai Li,Dong Hao,

論文連結: https://doi.org/10.1609/aaai.v33i01.33012085

[258]. Revenue Enhancement via Asymmetric Signaling in Interdependent-Value Auctions.

作者: Zhuoshu Li,Sanmay Das,

論文連結: https://doi.org/10.1609/aaai.v33i01.33012093

[259]. Dynamic Contracting under Positive Commitment.

作者: Ilan Lobel,Renato Paes Leme,

論文連結: https://doi.org/10.1609/aaai.v33i01.33012101

[260]. When Do Envy-Free Allocations Exist?

作者: Pasin Manurangsi,Warut Suksompong,

論文連結: https://doi.org/10.1609/aaai.v33i01.33012109

[261]. Quasi-Perfect Stackelberg Equilibrium.

作者: Alberto Marchesi,Gabriele Farina,Christian Kroer,Nicola Gatti,Tuomas Sandholm,

論文連結: https://doi.org/10.1609/aaai.v33i01.33012117

[262]. Optimal Dynamic Auctions Are Virtual Welfare Maximizers.

作者: Vahab S. Mirrokni,Renato Paes Leme,Pingzhong Tang,Song Zuo,

論文連結: https://doi.org/10.1609/aaai.v33i01.33012125

[263]. Deception in Finitely Repeated Security Games.

作者: Thanh Hong Nguyen,Yongzhao Wang,Arunesh Sinha,Michael P. Wellman,

論文連結: https://doi.org/10.1609/aaai.v33i01.33012133

[264]. Fairly Allocating Many Goods with Few Queries.

作者: Hoon Oh,Ariel D. Procaccia,Warut Suksompong,

論文連結: https://doi.org/10.1609/aaai.v33i01.33012141

[265]. Learning Optimal Strategies to Commit To.

作者: Binghui Peng,Weiran Shen,Pingzhong Tang,Song Zuo,

論文連結: https://doi.org/10.1609/aaai.v33i01.33012149

[266]. Variance Reduction in Monte Carlo Counterfactual Regret Minimization (VR-MCCFR) for Extensive Form Games Using Baselines.

作者: Martin Schmid,Neil Burch,Marc Lanctot,Matej Moravcik,Rudolf Kadlec,Michael Bowling,

論文連結: https://doi.org/10.1609/aaai.v33i01.33012157

[267]. Mechanism Design for Multi-Type Housing Markets with Acceptable Bundles.

作者: Sujoy Sikdar,Sibel Adali,Lirong Xia,

論文連結: https://doi.org/10.1609/aaai.v33i01.33012165

[268]. Learning Deviation Payoffs in Simulation-Based Games.

作者: Samuel Sokota,Caleb Ho,Bryce Wiedenbeck,

論文連結: https://doi.org/10.1609/aaai.v33i01.33012173

[269]. A Framework for Approval-Based Budgeting Methods.

作者: Nimrod Talmon,Piotr Faliszewski,

論文連結: https://doi.org/10.1609/aaai.v33i01.33012181

[270]. Practical Algorithms for Multi-Stage Voting Rules with Parallel Universes Tiebreaking.

作者: Jun Wang,Sujoy Sikdar,Tyler Shepherd,Zhibing Zhao,Chunheng Jiang,Lirong Xia,

論文連結: https://doi.org/10.1609/aaai.v33i01.33012189

[271]. Random Walk Decay Centrality.

作者: Tomasz Was,Talal Rahwan,Oskar Skibski,

論文連結: https://doi.org/10.1609/aaai.v33i01.33012197

[272]. Poll-Confident Voters in Iterative Voting.

作者: Anaëlle Wilczynski,

論文連結: https://doi.org/10.1609/aaai.v33i01.33012205

[273]. Defending Elections against Malicious Spread of Misinformation.

作者: Bryan Wilder,Yevgeniy Vorobeychik,

論文連結: https://doi.org/10.1609/aaai.v33i01.33012213

[274]. A Unified Approach to Online Matching with Conflict-Aware Constraints.

作者: Pan Xu,Yexuan Shi,Hao Cheng,John P. Dickerson,Karthik Abinav Sankararaman,Aravind Srinivasan,Yongxin Tong,Leonidas Tsepenekas,

論文連結: https://doi.org/10.1609/aaai.v33i01.33012221

[275]. A Better Algorithm for Societal Tradeoffs.

作者: Hanrui Zhang,Yu Cheng,Vincent Conitzer,

論文連結: https://doi.org/10.1609/aaai.v33i01.33012229

[276]. A PAC Framework for Aggregating Agents' Judgments.

作者: Hanrui Zhang,Vincent Conitzer,

論文連結: https://doi.org/10.1609/aaai.v33i01.33012237

[277]. Preference-Aware Task Assignment in On-Demand Taxi Dispatching: An Online Stable Matching Approach.

作者: Boming Zhao,Pan Xu,Yexuan Shi,Yongxin Tong,Zimu Zhou,Yuxiang Zeng,

論文連結: https://doi.org/10.1609/aaai.v33i01.33012245

[278]. Distributionally Adversarial Attack.

作者: Tianhang Zheng,Changyou Chen,Kui Ren,

論文連結: https://doi.org/10.1609/aaai.v33i01.33012253

[279]. A Two-Individual Based Evolutionary Algorithm for the Flexible Job Shop Scheduling Problem.

作者: Junwen Ding,Zhipeng Lü,Chu-Min Li,Liji Shen,Liping Xu,Fred W. Glover,

論文連結: https://doi.org/10.1609/aaai.v33i01.33012262

[280]. Greedy Maximization of Functions with Bounded Curvature under Partition Matroid Constraints.

作者: Tobias Friedrich,Andreas Göbel,Frank Neumann,Francesco Quinzan,Ralf Rothenberger,

論文連結: https://doi.org/10.1609/aaai.v33i01.33012272

[281]. Heuristic Search Algorithm for Dimensionality Reduction Optimally Combining Feature Selection and Feature Extraction.

作者: Baokun He,Swair Shah,Crystal Maung,Gordon Arnold,Guihong Wan,Haim Schweitzer,

論文連結: https://doi.org/10.1609/aaai.v33i01.33012280

[282]. On the Optimal Efficiency of Cost-Algebraic A.

作者: Robert C. Holte,Sandra Zilles,

論文連結: https://doi.org/10.1609/aaai.v33i01.33012288

[283]. Running Time Analysis of MOEA/D with Crossover on Discrete Optimization Problem.

作者: Zhengxin Huang,Yuren Zhou,Zefeng Chen,Xiaoyu He,

論文連結: https://doi.org/10.1609/aaai.v33i01.33012296

[284]. Bézier Simplex Fitting: Describing Pareto Fronts of Simplicial Problems with Small Samples in Multi-Objective Optimization.

作者: Ken Kobayashi,Naoki Hamada,Akiyoshi Sannai,Akinori Tanaka,Kenichi Bannai,Masashi Sugiyama,

論文連結: https://doi.org/10.1609/aaai.v33i01.33012304

[285]. Fine-Grained Search Space Classification for Hard Enumeration Variants of Subset Problems.

作者: Juho Lauri,Sourav Dutta,

論文連結: https://doi.org/10.1609/aaai.v33i01.33012314

[286]. On the Time Complexity of Algorithm Selection Hyper-Heuristics for Multimodal Optimisation.

作者: Andrei Lissovoi,Pietro S. Oliveto,John Alasdair Warwicker,

論文連結: https://doi.org/10.1609/aaai.v33i01.33012322

[287]. Evolving Action Abstractions for Real-Time Planning in Extensive-Form Games.

作者: Julian R. H. Mariño,Rubens O. Moraes,Cláudio Toledo,Levi H. S. Lelis,

論文連結: https://doi.org/10.1609/aaai.v33i01.33012330

[288]. Real-Time Planning as Decision-Making under Uncertainty.

作者: Andrew Mitchell,Wheeler Ruml,Fabian Spaniol,Jörg Hoffmann,Marek Petrik,

論文連結: https://doi.org/10.1609/aaai.v33i01.33012338

[289]. Evolving Solutions to Community-Structured Satisfiability Formulas.

作者: Frank Neumann,Andrew M. Sutton,

論文連結: https://doi.org/10.1609/aaai.v33i01.33012346

[290]. Pareto Optimization for Subset Selection with Dynamic Cost Constraints.

作者: Vahid Roostapour,Aneta Neumann,Frank Neumann,Tobias Friedrich,

論文連結: https://doi.org/10.1609/aaai.v33i01.33012354

[291]. Stepping Stones to Inductive Synthesis of Low-Level Looping Programs.

作者: Christopher D. Rosin,

論文連結: https://doi.org/10.1609/aaai.v33i01.33012362

[292]. Allocating Planning Effort When Actions Expire.

作者: Shahaf S. Shperberg,Andrew Coles,Bence Cserna,Erez Karpas,Wheeler Ruml,Solomon Eyal Shimony,

論文連結: https://doi.org/10.1609/aaai.v33i01.33012371

[293]. Enriching Non-Parametric Bidirectional Search Algorithms.

作者: Shahaf S. Shperberg,Ariel Felner,Nathan R. Sturtevant,Solomon Eyal Shimony,Avi Hayoun,

論文連結: https://doi.org/10.1609/aaai.v33i01.33012379

[294]. Bounded Suboptimal Search with Learned Heuristics for Multi-Agent Systems.

作者: Markus Spies,Marco Todescato,Hannes Becker,Patrick Kesper,Nicolai Waniek,Meng Guo,

論文連結: https://doi.org/10.1609/aaai.v33i01.33012387

[295]. An Improved Generic Bet-and-Run Strategy with Performance Prediction for Stochastic Local Search.

作者: Thomas Weise,Zijun Wu,Markus Wagner,

論文連結: https://doi.org/10.1609/aaai.v33i01.33012395

[296]. Fuzzy-Classification Assisted Solution Preselection in Evolutionary Optimization.

作者: Aimin Zhou,Jinyuan Zhang,Jianyong Sun,Guixu Zhang,

論文連結: https://doi.org/10.1609/aaai.v33i01.33012403

[297]. One-Network Adversarial Fairness.

作者: Tameem Adel,Isabel Valera,Zoubin Ghahramani,Adrian Weller,

論文連結: https://doi.org/10.1609/aaai.v33i01.33012412

[298]. Making Money from What You Know - How to Sell Information?

作者: Shani Alkoby,Zihe Wang,David Sarne,Pingzhong Tang,

論文連結: https://doi.org/10.1609/aaai.v33i01.33012421

[299]. Updates in Human-AI Teams: Understanding and Addressing the Performance/Compatibility Tradeoff.

作者: Gagan Bansal,Besmira Nushi,Ece Kamar,Daniel S. Weld,Walter S. Lasecki,Eric Horvitz,

論文連結: https://doi.org/10.1609/aaai.v33i01.33012429

[300]. Human-in-the-Loop Feature Selection.

作者: Alvaro H. C. Correia,Freddy Lécué,

論文連結: https://doi.org/10.1609/aaai.v33i01.33012438

[301]. Verifying Robustness of Gradient Boosted Models.

作者: Gil Einziger,Maayan Goldstein,Yaniv Sa'ar,Itai Segall,

論文連結: https://doi.org/10.1609/aaai.v33i01.33012446

[302]. Counterfactual Randomization: Rescuing Experimental Studies from Obscured Confounding.

作者: Andrew Forney,Elias Bareinboim,

論文連結: https://doi.org/10.1609/aaai.v33i01.33012454

[303]. Efficiently Combining Human Demonstrations and Interventions for Safe Training of Autonomous Systems in Real-Time.

作者: Vinicius G. Goecks,Gregory M. Gremillion,Vernon J. Lawhern,John Valasek,Nicholas R. Waytowich,

論文連結: https://doi.org/10.1609/aaai.v33i01.33012462

[304]. Task Transfer by Preference-Based Cost Learning.

作者: Mingxuan Jing,Xiaojian Ma,Wen-bing Huang,Fuchun Sun,Huaping Liu,

論文連結: https://doi.org/10.1609/aaai.v33i01.33012471

[305]. A Unified Framework for Planning in Adversarial and Cooperative Environments.

作者: Anagha Kulkarni,Siddharth Srivastava,Subbarao Kambhampati,

論文連結: https://doi.org/10.1609/aaai.v33i01.33012479

[306]. RGBD Based Gaze Estimation via Multi-Task CNN.

作者: Dongze Lian,Ziheng Zhang,Weixin Luo,Lina Hu,Minye Wu,Zechao Li,Jingyi Yu,Shenghua Gao,

論文連結: https://doi.org/10.1609/aaai.v33i01.33012488

[307]. Deep Neural Networks Constrained by Decision Rules.

作者: Yuzuru Okajima,Kunihiko Sadamasa,

論文連結: https://doi.org/10.1609/aaai.v33i01.33012496

[308]. Geometry-Aware Face Completion and Editing.

作者: Linsen Song,Jie Cao,Lingxiao Song,Yibo Hu,Ran He,

論文連結: https://doi.org/10.1609/aaai.v33i01.33012506

[309]. Generation of Policy-Level Explanations for Reinforcement Learning.

作者: Nicholay Topin,Manuela Veloso,

論文連結: https://doi.org/10.1609/aaai.v33i01.33012514

[310]. Learning Models of Sequential Decision-Making with Partial Specification of Agent Behavior.

作者: Vaibhav V. Unhelkar,Julie A. Shah,

論文連結: https://doi.org/10.1609/aaai.v33i01.33012522

[311]. Augmenting Markov Decision Processes with Advising.

作者: Loïs Vanhée,Laurent Jeanpierre,Abdel-Illah Mouaddib,

論文連結: https://doi.org/10.1609/aaai.v33i01.33012531

[312]. FLEX: Faithful Linguistic Explanations for Neural Net Based Model Decisions.

作者: Sandareka Wickramanayake,Wynne Hsu,Mong-Li Lee,

論文連結: https://doi.org/10.1609/aaai.v33i01.33012539

[313]. Interactive Semantic Parsing for If-Then Recipes via Hierarchical Reinforcement Learning.

作者: Ziyu Yao,Xiujun Li,Jianfeng Gao,Brian M. Sadler,Huan Sun,

論文連結: https://doi.org/10.1609/aaai.v33i01.33012547

[314]. Deep Transformation Method for Discriminant Analysis of Multi-Channel Resting State fMRI.

作者: Abhay M. S. Aradhya,Aditya Joglekar,Sundaram Suresh,Mahardhika Pratama,

論文連結: https://doi.org/10.1609/aaai.v33i01.33012556

[315]. AI-Sketcher : A Deep Generative Model for Producing High-Quality Sketches.

作者: Nan Cao,Xin Yan,Yang Shi,Chaoran Chen,

論文連結: https://doi.org/10.1609/aaai.v33i01.33012564

[316]. Election with Bribed Voter Uncertainty: Hardness and Approximation Algorithm.

作者: Lin Chen,Lei Xu,Shouhuai Xu,Zhimin Gao,Weidong Shi,

論文連結: https://doi.org/10.1609/aaai.v33i01.33012572

[317]. Human Motion Prediction via Learning Local Structure Representations and Temporal Dependencies.

作者: Xiao Guo,Jongmoo Choi,

論文連結: https://doi.org/10.1609/aaai.v33i01.33012580

[318]. Lipper: Synthesizing Thy Speech Using Multi-View Lipreading.

作者: Yaman Kumar,Rohit Jain,Khwaja Mohd. Salik,Rajiv Ratn Shah,Yifang Yin,Roger Zimmermann,

論文連結: https://doi.org/10.1609/aaai.v33i01.33012588

[319]. Goal-Oriented Dialogue Policy Learning from Failures.

作者: Keting Lu,Shiqi Zhang,Xiaoping Chen,

論文連結: https://doi.org/10.1609/aaai.v33i01.33012596

[320]. Be Inaccurate but Don't Be Indecisive: How Error Distribution Can Affect User Experience.

作者: Rafael R. Padovani,Lucas N. Ferreira,Levi H. S. Lelis,

論文連結: https://doi.org/10.1609/aaai.v33i01.33012604

[321]. Consensual Affine Transformations for Partial Valuation Aggregation.

作者: Hermann Schichl,Meinolf Sellmann,

論文連結: https://doi.org/10.1609/aaai.v33i01.33012612

[322]. CycleEmotionGAN: Emotional Semantic Consistency Preserved CycleGAN for Adapting Image Emotions.

作者: Sicheng Zhao,Chuang Lin,Pengfei Xu,Sendong Zhao,Yuchen Guo,Ravi Krishna,Guiguang Ding,Kurt Keutzer,

論文連結: https://doi.org/10.1609/aaai.v33i01.33012620

[323]. Preference-Aware Task Assignment in Spatial Crowdsourcing.

作者: Yan Zhao,Jinfu Xia,Guanfeng Liu,Han Su,Defu Lian,Shuo Shang,Kai Zheng,

論文連結: https://doi.org/10.1609/aaai.v33i01.33012629

[324]. Satisfiability in Strategy Logic Can Be Easier than Model Checking.

作者: Erman Acar,Massimo Benerecetti,Fabio Mogavero,

論文連結: https://doi.org/10.1609/aaai.v33i01.33012638

[325]. Unbounded Orchestrations of Transducers for Manufacturing.

作者: Natasha Alechina,Tomás Brázdil,Giuseppe De Giacomo,Paolo Felli,Brian Logan,Moshe Y. Vardi,

論文連結: https://doi.org/10.1609/aaai.v33i01.33012646

[326]. Relaxing and Restraining Queries for OBDA.

作者: Medina Andresel,Yazmín Ibáñez-García,Magdalena Ortiz,Mantas Simkus,

論文連結: https://doi.org/10.1609/aaai.v33i01.33012654

[327]. Certifying the True Error: Machine Learning in Coq with Verified Generalization Guarantees.

作者: Alexander Bagnall,Gordon Stewart,

論文連結: https://doi.org/10.1609/aaai.v33i01.33012662

[328]. Extension Removal in Abstract Argumentation - An Axiomatic Approach.

作者: Ringo Baumann,Gerhard Brewka,

論文連結: https://doi.org/10.1609/aaai.v33i01.33012670

[329]. Abstracting Causal Models.

作者: Sander Beckers,Joseph Y. Halpern,

論文連結: https://doi.org/10.1609/aaai.v33i01.33012678

[330]. Weighted Abstract Dialectical Frameworks through the Lens of Approximation Fixpoint Theory.

作者: Bart Bogaerts,

論文連結: https://doi.org/10.1609/aaai.v33i01.33012686

[331]. Enhancing Lazy Grounding with Lazy Normalization in Answer-Set Programming.

作者: Jori Bomanson,Tomi Janhunen,Antonius Weinzierl,

論文連結: https://doi.org/10.1609/aaai.v33i01.33012694

[332]. Learning Features and Abstract Actions for Computing Generalized Plans.

作者: Blai Bonet,Guillem Francès,Hector Geffner,

論文連結: https://doi.org/10.1609/aaai.v33i01.33012703

[333]. Ontology-Mediated Query Answering over Log-Linear Probabilistic Data.

作者: Stefan Borgwardt,Ismail Ilkan Ceylan,Thomas Lukasiewicz,

論文連結: https://doi.org/10.1609/aaai.v33i01.33012711

[334]. Querying Attributed DL-Lite Ontologies Using Provenance Semirings.

作者: Camille Bourgaux,Ana Ozaki,

論文連結: https://doi.org/10.1609/aaai.v33i01.33012719

[335]. Model-Based Diagnosis for Cyber-Physical Production Systems Based on Machine Learning and Residual-Based Diagnosis Models.

作者: Andreas Bunte,Benno Stein,Oliver Niggemann,

論文連結: https://doi.org/10.1609/aaai.v33i01.33012727

[336]. From Horn-SRIQ to Datalog: A Data-Independent Transformation That Preserves Assertion Entailment.

作者: David Carral,Larry González,Patrick Koopmann,

論文連結: https://doi.org/10.1609/aaai.v33i01.33012736

[337]. Identification of Causal Effects in the Presence of Selection Bias.

作者: Juan D. Correa,Jin Tian,Elias Bareinboim,

論文連結: https://doi.org/10.1609/aaai.v33i01.33012744

[338]. Argumentation for Explainable Scheduling.

作者: Kristijonas Cyras,Dimitrios Letsios,Ruth Misener,Francesca Toni,

論文連結: https://doi.org/10.1609/aaai.v33i01.33012752

[339]. Approximate Stream Reasoning with Metric Temporal Logic under Uncertainty.

作者: Daniel de Leng,Fredrik Heintz,

論文連結: https://doi.org/10.1609/aaai.v33i01.33012760

[340]. ABox Abduction via Forgetting in ALC.

作者: Warren Del-Pinto,Renate A. Schmidt,

論文連結: https://doi.org/10.1609/aaai.v33i01.33012768

[341]. Qualitative Spatial Logic over 2D Euclidean Spaces Is Not Finitely Axiomatisable.

作者: Heshan Du,Natasha Alechina,

論文連結: https://doi.org/10.1609/aaai.v33i01.33012776

[342]. Validation of Growing Knowledge Graphs by Abductive Text Evidences.

作者: Jianfeng Du,Jeff Z. Pan,Sylvia Wang,Kunxun Qi,Yuming Shen,Yu Deng,

論文連結: https://doi.org/10.1609/aaai.v33i01.33012784

[343]. On Structured Argumentation with Conditional Preferences.

作者: Phan Minh Dung,Phan Minh Thang,Tran Cao Son,

論文連結: https://doi.org/10.1609/aaai.v33i01.33012792

[344]. Complexity of Abstract Argumentation under a Claim-Centric View.

作者: Wolfgang Dvorák,Stefan Woltran,

論文連結: https://doi.org/10.1609/aaai.v33i01.33012801

[345]. Strong Equivalence for Epistemic Logic Programs Made Easy.

作者: Wolfgang Faber,Michael Morak,Stefan Woltran,

論文連結: https://doi.org/10.1609/aaai.v33i01.33012809

[346]. Disjunctive Normal Form for Multi-Agent Modal Logics Based on Logical Separability.

作者: Liangda Fang,Kewen Wang,Zhe Wang,Ximing Wen,

論文連結: https://doi.org/10.1609/aaai.v33i01.33012817

[347]. Counting Complexity for Reasoning in Abstract Argumentation.

作者: Johannes Klaus Fichte,Markus Hecher,Arne Meier,

論文連結: https://doi.org/10.1609/aaai.v33i01.33012827

[348]. A Sequential Set Generation Method for Predicting Set-Valued Outputs.

作者: Tian Gao,Jie Chen,Vijil Chenthamarakshan,Michael Witbrock,

論文連結: https://doi.org/10.1609/aaai.v33i01.33012835

[349]. Forgetting in Modular Answer Set Programming.

作者: Ricardo Gonçalves,Tomi Janhunen,Matthias Knorr,João Leite,Stefan Woltran,

論文連結: https://doi.org/10.1609/aaai.v33i01.33012843

[350]. Partial Awareness.

作者: Joseph Y. Halpern,Evan Piermont,

論文連結: https://doi.org/10.1609/aaai.v33i01.33012851

[351]. Modular Materialisation of Datalog Programs.

作者: Pan Hu,Boris Motik,Ian Horrocks,

論文連結: https://doi.org/10.1609/aaai.v33i01.33012859

[352]. Bi-Kronecker Functional Decision Diagrams: A Novel Canonical Representation of Boolean Functions.

作者: Xuanxiang Huang,Kehang Fang,Liangda Fang,Qingliang Chen,Zhao-Rong Lai,Linfeng Wei,

論文連結: https://doi.org/10.1609/aaai.v33i01.33012867

[353]. Minimum Intervention Cover of a Causal Graph.

作者: Saravanan Kandasamy,Arnab Bhattacharyya,Vasant G. Honavar,

論文連結: https://doi.org/10.1609/aaai.v33i01.33012876

[354]. Knowledge Refinement via Rule Selection.

作者: Phokion G. Kolaitis,Lucian Popa,Kun Qian,

論文連結: https://doi.org/10.1609/aaai.v33i01.33012886

[355]. LENA: Locality-Expanded Neural Embedding for Knowledge Base Completion.

作者: Fanshuang Kong,Richong Zhang,Yongyi Mao,Ting Deng,

論文連結: https://doi.org/10.1609/aaai.v33i01.33012895

[356]. Ontology-Based Query Answering for Probabilistic Temporal Data.

作者: Patrick Koopmann,

論文連結: https://doi.org/10.1609/aaai.v33i01.33012903

[357]. Combining Deep Learning and Qualitative Spatial Reasoning to Learn Complex Structures from Sparse Examples with Noise.

作者: Nikhil Krishnaswamy,Scott Friedman,James Pustejovsky,

論文連結: https://doi.org/10.1609/aaai.v33i01.33012911

[358]. Representing and Learning Grammars in Answer Set Programming.

作者: Mark Law,Alessandra Russo,Elisa Bertino,Krysia Broda,Jorge Lobo,

論文連結: https://doi.org/10.1609/aaai.v33i01.33012919

[359]. Multi-Context System for Optimization Problems.

作者: Tiep Le,Tran Cao Son,Enrico Pontelli,

論文連結: https://doi.org/10.1609/aaai.v33i01.33012929

[360]. Reasoning over Assumption-Based Argumentation Frameworks via Direct Answer Set Programming Encodings.

作者: Tuomo Lehtonen,Johannes Peter Wallner,Matti Järvisalo,

論文連結: https://doi.org/10.1609/aaai.v33i01.33012938

[361]. SAT-Based Explicit LTLf Satisfiability Checking.

作者: Jianwen Li,Kristin Y. Rozier,Geguang Pu,Yueling Zhang,Moshe Y. Vardi,

論文連結: https://doi.org/10.1609/aaai.v33i01.33012946

[362]. Implanting Rational Knowledge into Distributed Representation at Morpheme Level.

作者: Zi Lin,Yang Liu,

論文連結: https://doi.org/10.1609/aaai.v33i01.33012954

[363]. Complexity of Inconsistency-Tolerant Query Answering in Datalog+/- under Cardinality-Based Repairs.

作者: Thomas Lukasiewicz,Enrico Malizia,Andrius Vaicenavicius,

論文連結: https://doi.org/10.1609/aaai.v33i01.33012962

[364]. SDRL: Interpretable and Data-Efficient Deep Reinforcement Learning Leveraging Symbolic Planning.

作者: Daoming Lyu,Fangkai Yang,Bo Liu,Steven Gustafson,

論文連結: https://doi.org/10.1609/aaai.v33i01.33012970

[365]. Less but Better: Generalization Enhancement of Ordinal Embedding via Distributional Margin.

作者: Ke Ma,Qianqian Xu,Zhiyong Yang,Xiaochun Cao,

論文連結: https://doi.org/10.1609/aaai.v33i01.33012978

[366]. Group Decision Diagram (GDD): A Compact Representation for Permutations.

作者: Takanori Maehara,Yuma Inoue,

論文連結: https://doi.org/10.1609/aaai.v33i01.33012986

[367]. On Limited Conjunctions and Partial Features in Parameter-Tractable Feature Logics.

作者: Stephanie McIntyre,Alexander Borgida,David Toman,Grant E. Weddell,

論文連結: https://doi.org/10.1609/aaai.v33i01.33012995

[368]. Declarative Question Answering over Knowledge Bases Containing Natural Language Text with Answer Set Programming.

作者: Arindam Mitra,Peter Clark,Oyvind Tafjord,Chitta Baral,

論文連結: https://doi.org/10.1609/aaai.v33i01.33013003

[369]. Blameworthiness in Strategic Games.

作者: Pavel Naumov,Jia Tao,

論文連結: https://doi.org/10.1609/aaai.v33i01.33013011

[370]. Belief Change and Non-Monotonic Reasoning Sans Compactness.

作者: Jandson S. Ribeiro,Abhaya Nayak,Renata Wassermann,

論文連結: https://doi.org/10.1609/aaai.v33i01.33013019

[371]. ATOMIC: An Atlas of Machine Commonsense for If-Then Reasoning.

作者: Maarten Sap,Ronan Le Bras,Emily Allaway,Chandra Bhagavatula,Nicholas Lourie,Hannah Rashkin,Brendan Roof,Noah A. Smith,Yejin Choi,

論文連結: https://doi.org/10.1609/aaai.v33i01.33013027

[372]. Efficient Concept Induction for Description Logics.

作者: Md. Kamruzzaman Sarker,Pascal Hitzler,

論文連結: https://doi.org/10.1609/aaai.v33i01.33013036

[373]. An Open-World Extension to Knowledge Graph Completion Models.

作者: Haseeb Shah,Johannes Villmow,Adrian Ulges,Ulrich Schwanecke,Faisal Shafait,

論文連結: https://doi.org/10.1609/aaai.v33i01.33013044

[374]. Induction of Non-Monotonic Logic Programs to Explain Boosted Tree Models Using LIME.

作者: Farhad Shakerin,Gopal Gupta,

論文連結: https://doi.org/10.1609/aaai.v33i01.33013052

[375]. End-to-End Structure-Aware Convolutional Networks for Knowledge Base Completion.

作者: Chao Shang,Yun Tang,Jing Huang,Jinbo Bi,Xiaodong He,Bowen Zhou,

論文連結: https://doi.org/10.1609/aaai.v33i01.33013060

[376]. Amalgamating Knowledge towards Comprehensive Classification.

作者: Chengchao Shen,Xinchao Wang,Jie Song,Li Sun,Mingli Song,

論文連結: https://doi.org/10.1609/aaai.v33i01.33013068

[377]. Iterated Belief Base Revision: A Dynamic Epistemic Logic Approach.

作者: Marlo Souza,Álvaro F. Moreira,Renata Vieira,

論文連結: https://doi.org/10.1609/aaai.v33i01.33013076

[378]. Safe Partial Diagnosis from Normal Observations.

作者: Roni Stern,Brendan Juba,

論文連結: https://doi.org/10.1609/aaai.v33i01.33013084

[379]. Reasoning over Streaming Data in Metric Temporal Datalog.

作者: Przemyslaw Andrzej Walega,Mark Kaminski,Bernardo Cuenca Grau,

論文連結: https://doi.org/10.1609/aaai.v33i01.33013092

[380]. TransGate: Knowledge Graph Embedding with Shared Gate Structure.

作者: Jun Yuan,Neng Gao,Ji Xiang,

論文連結: https://doi.org/10.1609/aaai.v33i01.33013100

[381]. Recursively Learning Causal Structures Using Regression-Based Conditional Independence Test.

作者: Hao Zhang,Shuigeng Zhou,Chuanxu Yan,Jihong Guan,Xin Wang,

論文連結: https://doi.org/10.1609/aaai.v33i01.33013108

[382]. Tracking Logical Difference in Large-Scale Ontologies: A Forgetting-Based Approach.

作者: Yizheng Zhao,Ghadah Alghamdi,Renate A. Schmidt,Hao Feng,Giorgos Stoilos,Damir Juric,Mohammad Khodadadi,

論文連結: https://doi.org/10.1609/aaai.v33i01.33013116

[383]. On Completing Sparse Knowledge Base with Transitive Relation Embedding.

作者: Zili Zhou,Shaowu Liu,Guandong Xu,Wu Zhang,

論文連結: https://doi.org/10.1609/aaai.v33i01.33013125

[384]. State Abstraction as Compression in Apprenticeship Learning.

作者: David Abel,Dilip Arumugam,Kavosh Asadi,Yuu Jinnai,Michael L. Littman,Lawson L. S. Wong,

論文連結: https://doi.org/10.1609/aaai.v33i01.33013134

[385]. An Exponential Tail Bound for the Deleted Estimate.

作者: Karim T. Abou-Moustafa,Csaba Szepesvári,

論文連結: https://doi.org/10.1609/aaai.v33i01.33013143

[386]. Model Learning for Look-Ahead Exploration in Continuous Control.

作者: Arpit Agarwal,Katharina Muelling,Katerina Fragkiadaki,

論文連結: https://doi.org/10.1609/aaai.v33i01.33013151

[387]. Character-Level Language Modeling with Deeper Self-Attention.

作者: Rami Al-Rfou,Dokook Choe,Noah Constant,Mandy Guo,Llion Jones,

論文連結: https://doi.org/10.1609/aaai.v33i01.33013159

[388]. Attacking Data Transforming Learners at Training Time.

作者: Scott Alfeld,Ara Vartanian,Lucas Newman-Johnson,Benjamin I. P. Rubinstein,

論文連結: https://doi.org/10.1609/aaai.v33i01.33013167

[389]. Hyperprior Induced Unsupervised Disentanglement of Latent Representations.

作者: Abdul Fatir Ansari,Harold Soh,

論文連結: https://doi.org/10.1609/aaai.v33i01.33013175

[390]. Adversarial Label Learning.

作者: Chidubem Arachie,Bert Huang,

論文連結: https://doi.org/10.1609/aaai.v33i01.33013183

[391]. Robust Negative Sampling for Network Embedding.

作者: Mohammadreza Armandpour,Patrick Ding,Jianhua Huang,Xia Hu,

論文連結: https://doi.org/10.1609/aaai.v33i01.33013191

[392]. Random Feature Maps for the Itemset Kernel.

作者: Kyohei Atarashi,Subhransu Maji,Satoshi Oyama,

論文連結: https://doi.org/10.1609/aaai.v33i01.33013199

[393]. High Dimensional Clustering with r-nets.

作者: Georgia Avarikioti,Alain Ryser,Yuyi Wang,Roger Wattenhofer,

論文連結: https://doi.org/10.1609/aaai.v33i01.33013207

[394]. Mode Variational LSTM Robust to Unseen Modes of Variation: Application to Facial Expression Recognition.

作者: Wissam J. Baddar,Yong Man Ro,

論文連結: https://doi.org/10.1609/aaai.v33i01.33013215

[395]. Enhanced Random Forest Algorithms for Partially Monotone Ordinal Classification.

作者: Christopher Bartley,Wei Liu,Mark Reynolds,

論文連結: https://doi.org/10.1609/aaai.v33i01.33013224

[396]. Online Learning from Data Streams with Varying Feature Spaces.

作者: Ege Beyazit,Jeevithan Alagurajah,Xindong Wu,

論文連結: https://doi.org/10.1609/aaai.v33i01.33013232

[397]. CNN-Cert: An Efficient Framework for Certifying Robustness of Convolutional Neural Networks.

作者: Akhilan Boopathy,Tsui-Wei Weng,Pin-Yu Chen,Sijia Liu,Luca Daniel,

論文連結: https://doi.org/10.1609/aaai.v33i01.33013240

[398]. Deep Convolutional Sum-Product Networks.

作者: Cory J. Butz,Jhonatan de S. Oliveira,André E. dos Santos,André L. Teixeira,

論文連結: https://doi.org/10.1609/aaai.v33i01.33013248

[399]. FRAME Revisited: An Interpretation View Based on Particle Evolution.

作者: Xu Cai,Yang Wu,Guanbin Li,Ziliang Chen,Liang Lin,

論文連結: https://doi.org/10.1609/aaai.v33i01.33013256

[400]. Dynamic Learning of Sequential Choice Bandit Problem under Marketing Fatigue.

作者: Junyu Cao,Wei Sun,

論文連結: https://doi.org/10.1609/aaai.v33i01.33013264

[401]. Adversarial Learning of Semantic Relevance in Text to Image Synthesis.

作者: Miriam Cha,Youngjune L. Gwon,H. T. Kung,

論文連結: https://doi.org/10.1609/aaai.v33i01.33013272

[402]. Towards Non-Saturating Recurrent Units for Modelling Long-Term Dependencies.

作者: Sarath Chandar,Chinnadhurai Sankar,Eugene Vorontsov,Samira Ebrahimi Kahou,Yoshua Bengio,

論文連結: https://doi.org/10.1609/aaai.v33i01.33013280

[403]. Disjoint Label Space Transfer Learning with Common Factorised Space.

作者: Xiaobin Chang,Yongxin Yang,Tao Xiang,Timothy M. Hospedales,

論文連結: https://doi.org/10.1609/aaai.v33i01.33013288

[404]. Joint Domain Alignment and Discriminative Feature Learning for Unsupervised Deep Domain Adaptation.

作者: Chao Chen,Zhihong Chen,Boyuan Jiang,Xinyu Jin,

論文連結: https://doi.org/10.1609/aaai.v33i01.33013296

[405]. Two-Stage Label Embedding via Neural Factorization Machine for Multi-Label Classification.

作者: Chen Chen,Haobo Wang,Weiwei Liu,Xingyuan Zhao,Tianlei Hu,Gang Chen,

論文連結: https://doi.org/10.1609/aaai.v33i01.33013304

[406]. Large-Scale Interactive Recommendation with Tree-Structured Policy Gradient.

作者: Haokun Chen,Xinyi Dai,Han Cai,Weinan Zhang,Xuejian Wang,Ruiming Tang,Yuzhou Zhang,Yong Yu,

論文連結: https://doi.org/10.1609/aaai.v33i01.33013312

[407]. Distributionally Robust Semi-Supervised Learning for People-Centric Sensing.

作者: Kaixuan Chen,Lina Yao,Dalin Zhang,Xiaojun Chang,Guodong Long,Sen Wang,

論文連結: https://doi.org/10.1609/aaai.v33i01.33013321

[408]. Deep Neural Network Quantization via Layer-Wise Optimization Using Limited Training Data.

作者: Shangyu Chen,Wenya Wang,Sinno Jialin Pan,

論文連結: https://doi.org/10.1609/aaai.v33i01.33013329

[409]. EA-CG: An Approximate Second-Order Method for Training Fully-Connected Neural Networks.

作者: Sheng-Wei Chen,Chun-Nan Chou,Edward Y. Chang,

論文連結: https://doi.org/10.1609/aaai.v33i01.33013337

[410]. Data-Adaptive Metric Learning with Scale Alignment.

作者: Shuo Chen,Chen Gong,Jian Yang,Ying Tai,Le Hui,Jun Li,

論文連結: https://doi.org/10.1609/aaai.v33i01.33013347

[411]. A Layer Decomposition-Recomposition Framework for Neuron Pruning towards Accurate Lightweight Networks.

作者: Weijie Chen,Yuan Zhang,Di Xie,Shiliang Pu,

論文連結: https://doi.org/10.1609/aaai.v33i01.33013355

[412]. Embedding Uncertain Knowledge Graphs.

作者: Xuelu Chen,Muhao Chen,Weijia Shi,Yizhou Sun,Carlo Zaniolo,

論文連結: https://doi.org/10.1609/aaai.v33i01.33013363

[413]. Tensor Decomposition for Multilayer Networks Clustering.

作者: Zitai Chen,Chuan Chen,Zibin Zheng,Yi Zhu,

論文連結: https://doi.org/10.1609/aaai.v33i01.33013371

[414]. Image Block Augmentation for One-Shot Learning.

作者: Zitian Chen,Yanwei Fu,Kaiyu Chen,Yu-Gang Jiang,

論文連結: https://doi.org/10.1609/aaai.v33i01.33013379

[415]. End-to-End Safe Reinforcement Learning through Barrier Functions for Safety-Critical Continuous Control Tasks.

作者: Richard Cheng,Gábor Orosz,Richard M. Murray,Joel W. Burdick,

論文連結: https://doi.org/10.1609/aaai.v33i01.33013387

[416]. Utilizing Class Information for Deep Network Representation Shaping.

作者: Daeyoung Choi,Wonjong Rhee,

論文連結: https://doi.org/10.1609/aaai.v33i01.33013396

[417]. Diverse Exploration via Conjugate Policies for Policy Gradient Methods.

作者: Andrew Cohen,Xingye Qiao,Lei Yu,Elliot Way,Xiangrong Tong,

論文連結: https://doi.org/10.1609/aaai.v33i01.33013404

[418]. Spatially Invariant Unsupervised Object Detection with Convolutional Neural Networks.

作者: Eric Crawford,Joelle Pineau,

論文連結: https://doi.org/10.1609/aaai.v33i01.33013412

[419]. Efficient Online Learning for Mapping Kernels on Linguistic Structures.

作者: Giovanni Da San Martino,Alessandro Sperduti,Fabio Aiolli,Alessandro Moschitti,

論文連結: https://doi.org/10.1609/aaai.v33i01.33013421

[420]. Learning Segmentation Masks with the Independence Prior.

作者: Songmin Dai,Xiaoqiang Li,Lu Wang,Pin Wu,Weiqin Tong,Yimin Chen,

論文連結: https://doi.org/10.1609/aaai.v33i01.33013429

[421]. Inverse Abstraction of Neural Networks Using Symbolic Interpolation.

作者: Sumanth Dathathri,Sicun Gao,Richard M. Murray,

論文連結: https://doi.org/10.1609/aaai.v33i01.33013437

[422]. Balanced Linear Contextual Bandits.

作者: Maria Dimakopoulou,Zhengyuan Zhou,Susan Athey,Guido Imbens,

論文連結: https://doi.org/10.1609/aaai.v33i01.33013445

[423]. Linear Kernel Tests via Empirical Likelihood for High-Dimensional Data.

作者: Lizhong Ding,Zhi Liu,Yu Li,Shizhong Liao,Yong Liu,Peng Yang,Ge Yu,Ling Shao,Xin Gao,

論文連結: https://doi.org/10.1609/aaai.v33i01.33013454

[424]. Approximate Kernel Selection with Strong Approximate Consistency.

作者: Lizhong Ding,Yong Liu,Shizhong Liao,Yu Li,Peng Yang,Yijie Pan,Chao Huang,Ling Shao,Xin Gao,

論文連結: https://doi.org/10.1609/aaai.v33i01.33013462

[425]. On-Line Adaptative Curriculum Learning for GANs.

作者: Thang Doan,João Monteiro,Isabela Albuquerque,Bogdan Mazoure,Audrey Durand,Joelle Pineau,R. Devon Hjelm,

論文連結: https://doi.org/10.1609/aaai.v33i01.33013470

[426]. Multistream Classification with Relative Density Ratio Estimation.

作者: Bo Dong,Yang Gao,Swarup Chandra,Latifur Khan,

論文連結: https://doi.org/10.1609/aaai.v33i01.33013478

[427]. Single-Label Multi-Class Image Classification by Deep Logistic Regression.

作者: Qi Dong,Xiatian Zhu,Shaogang Gong,

論文連結: https://doi.org/10.1609/aaai.v33i01.33013486

[428]. How to Combine Tree-Search Methods in Reinforcement Learning.

作者: Yonathan Efroni,Gal Dalal,Bruno Scherrer,Shie Mannor,

論文連結: https://doi.org/10.1609/aaai.v33i01.33013494

[429]. Human-Like Delicate Region Erasing Strategy for Weakly Supervised Detection.

作者: Qing En,Lijuan Duan,Zhaoxiang Zhang,Xiang Bai,Yundong Zhang,

論文連結: https://doi.org/10.1609/aaai.v33i01.33013502

[430]. Controllable Image-to-Video Translation: A Case Study on Facial Expression Generation.

作者: Lijie Fan,Wenbing Huang,Chuang Gan,Junzhou Huang,Boqing Gong,

論文連結: https://doi.org/10.1609/aaai.v33i01.33013510

[431]. Partial Multi-Label Learning via Credible Label Elicitation.

作者: Jun-Peng Fang,Min-Ling Zhang,

論文連結: https://doi.org/10.1609/aaai.v33i01.33013518

[432]. Improved Knowledge Graph Embedding Using Background Taxonomic Information.

作者: Bahare Fatemi,Siamak Ravanbakhsh,David Poole,

論文連結: https://doi.org/10.1609/aaai.v33i01.33013526

[433]. Unsupervised Feature Selection by Pareto Optimization.

作者: Chao Feng,Chao Qian,Ke Tang,

論文連結: https://doi.org/10.1609/aaai.v33i01.33013534

[434]. Partial Label Learning with Self-Guided Retraining.

作者: Lei Feng,Bo An,

論文連結: https://doi.org/10.1609/aaai.v33i01.33013542

[435]. Collaboration Based Multi-Label Learning.

作者: Lei Feng,Bo An,Shuo He,

論文連結: https://doi.org/10.1609/aaai.v33i01.33013550

[436]. Hypergraph Neural Networks.

作者: Yifan Feng,Haoxuan You,Zizhao Zhang,Rongrong Ji,Yue Gao,

論文連結: https://doi.org/10.1609/aaai.v33i01.33013558

[437]. Transductive Bounds for the Multi-Class Majority Vote Classifier.

作者: Vasilii Feofanov,Emilie Devijver,Massih-Reza Amini,

論文連結: https://doi.org/10.1609/aaai.v33i01.33013566

[438]. The Goldilocks Zone: Towards Better Understanding of Neural Network Loss Landscapes.

作者: Stanislav Fort,Adam Scherlis,

論文連結: https://doi.org/10.1609/aaai.v33i01.33013574

[439]. Combined Reinforcement Learning via Abstract Representations.

作者: Vincent François-Lavet,Yoshua Bengio,Doina Precup,Joelle Pineau,

論文連結: https://doi.org/10.1609/aaai.v33i01.33013582

[440]. Efficient Data Point Pruning for One-Class SVM.

作者: Yasuhiro Fujiwara,Sekitoshi Kanai,Junya Arai,Yasutoshi Ida,Naonori Ueda,

論文連結: https://doi.org/10.1609/aaai.v33i01.33013590

[441]. Fully Convolutional Network with Multi-Step Reinforcement Learning for Image Processing.

作者: Ryosuke Furuta,Naoto Inoue,Toshihiko Yamasaki,

論文連結: https://doi.org/10.1609/aaai.v33i01.33013598

[442]. Bayesian Posterior Approximation via Greedy Particle Optimization.

作者: Futoshi Futami,Zhenghang Cui,Issei Sato,Masashi Sugiyama,

論文連結: https://doi.org/10.1609/aaai.v33i01.33013606

[443]. Towards Reliable Learning for High Stakes Applications.

作者: Jinyang Gao,Junjie Yao,Yingxia Shao,

論文連結: https://doi.org/10.1609/aaai.v33i01.33013614

[444]. Explainable Recommendation through Attentive Multi-View Learning.

作者: Jingyue Gao,Xiting Wang,Yasha Wang,Xing Xie,

論文連結: https://doi.org/10.1609/aaai.v33i01.33013622

[445]. Wasserstein Soft Label Propagation on Hypergraphs: Algorithm and Generalization Error Bounds.

作者: Tingran Gao,Shahab Asoodeh,Yi Huang,James Evans,

論文連結: https://doi.org/10.1609/aaai.v33i01.33013630

[446]. Incomplete Label Multi-Task Deep Learning for Spatio-Temporal Event Subtype Forecasting.

作者: Yuyang Gao,Liang Zhao,Lingfei Wu,Yanfang Ye,Hui Xiong,Chaowei Yang,

論文連結: https://doi.org/10.1609/aaai.v33i01.33013638

[447]. Off-Policy Deep Reinforcement Learning by Bootstrapping the Covariate Shift.

作者: Carles Gelada,Marc G. Bellemare,

論文連結: https://doi.org/10.1609/aaai.v33i01.33013647

[448]. Spatiotemporal Multi-Graph Convolution Network for Ride-Hailing Demand Forecasting.

作者: Xu Geng,Yaguang Li,Leye Wang,Lingyu Zhang,Qiang Yang,Jieping Ye,Yan Liu,

論文連結: https://doi.org/10.1609/aaai.v33i01.33013656

[449]. Counting and Sampling from Markov Equivalent DAGs Using Clique Trees.

作者: AmirEmad Ghassami,Saber Salehkaleybar,Negar Kiyavash,Kun Zhang,

論文連結: https://doi.org/10.1609/aaai.v33i01.33013664

[450]. Eliminating Latent Discrimination: Train Then Mask.

作者: Soheil Ghili,Ehsan Kazemi,Amin Karbasi,

論文連結: https://doi.org/10.1609/aaai.v33i01.33013672

[451]. Interpretation of Neural Networks Is Fragile.

作者: Amirata Ghorbani,Abubakar Abid,James Y. Zou,

論文連結: https://doi.org/10.1609/aaai.v33i01.33013681

[452]. Using Benson's Algorithm for Regularization Parameter Tracking.

作者: Joachim Giesen,Sören Laue,Andreas Löhne,Christopher Schneider,

論文連結: https://doi.org/10.1609/aaai.v33i01.33013689

[453]. Scalable and Efficient Pairwise Learning to Achieve Statistical Accuracy.

作者: Bin Gu,Zhouyuan Huo,Heng Huang,

論文連結: https://doi.org/10.1609/aaai.v33i01.33013697

[454]. AFS: An Attention-Based Mechanism for Supervised Feature Selection.

作者: Ning Gui,Danni Ge,Ziyin Hu,

論文連結: https://doi.org/10.1609/aaai.v33i01.33013705

[455]. MixUp as Locally Linear Out-of-Manifold Regularization.

作者: Hongyu Guo,Yongyi Mao,Richong Zhang,

論文連結: https://doi.org/10.1609/aaai.v33i01.33013714

[456]. Non-Autoregressive Neural Machine Translation with Enhanced Decoder Input.

作者: Junliang Guo,Xu Tan,Di He,Tao Qin,Linli Xu,Tie-Yan Liu,

論文連結: https://doi.org/10.1609/aaai.v33i01.33013723

[457]. Smooth Deep Image Generator from Noises.

作者: Tianyu Guo,Chang Xu,Boxin Shi,Chao Xu,Dacheng Tao,

論文連結: https://doi.org/10.1609/aaai.v33i01.33013731

[458]. Hybrid Reinforcement Learning with Expert State Sequences.

作者: Xiaoxiao Guo,Shiyu Chang,Mo Yu,Gerald Tesauro,Murray Campbell,

論文連結: https://doi.org/10.1609/aaai.v33i01.33013739

[459]. Distributional Semantics Meets Multi-Label Learning.

作者: Vivek Gupta,Rahul Wadbude,Nagarajan Natarajan,Harish Karnick,Prateek Jain,Piyush Rai,

論文連結: https://doi.org/10.1609/aaai.v33i01.33013747

[460]. Temporal Anomaly Detection: Calibrating the Surprise.

作者: Eyal Gutflaish,Aryeh Kontorovich,Sivan Sabato,Ofer Biller,Oded Sofer,

論文連結: https://doi.org/10.1609/aaai.v33i01.33013755

[461]. Efficient and Scalable Multi-Task Regression on Massive Number of Tasks.

作者: Xiao He,Francesco Alesiani,Ammar Shaker,

論文連結: https://doi.org/10.1609/aaai.v33i01.33013763

[462]. Knowledge Distillation with Adversarial Samples Supporting Decision Boundary.

作者: Byeongho Heo,Minsik Lee,Sangdoo Yun,Jin Young Choi,

論文連結: https://doi.org/10.1609/aaai.v33i01.33013771

[463]. Knowledge Transfer via Distillation of Activation Boundaries Formed by Hidden Neurons.

作者: Byeongho Heo,Minsik Lee,Sangdoo Yun,Jin Young Choi,

論文連結: https://doi.org/10.1609/aaai.v33i01.33013779

[464]. The SpectACl of Nonconvex Clustering: A Spectral Approach to Density-Based Clustering.

作者: Sibylle Hess,Wouter Duivesteijn,Philipp Honysz,Katharina Morik,

論文連結: https://doi.org/10.1609/aaai.v33i01.33013788

[465]. Multi-Task Deep Reinforcement Learning with PopArt.

作者: Matteo Hessel,Hubert Soyer,Lasse Espeholt,Wojciech Czarnecki,Simon Schmitt,Hado van Hasselt,

論文連結: https://doi.org/10.1609/aaai.v33i01.33013796

[466]. Interaction-Aware Factorization Machines for Recommender Systems.

作者: Fuxing Hong,Dongbo Huang,Ge Chen,

論文連結: https://doi.org/10.1609/aaai.v33i01.33013804

[467]. Learning Anytime Predictions in Neural Networks via Adaptive Loss Balancing.

作者: Hanzhang Hu,Debadeepta Dey,Martial Hebert,J. Andrew Bagnell,

論文連結: https://doi.org/10.1609/aaai.v33i01.33013812

[468]. Learning to Adaptively Scale Recurrent Neural Networks.

作者: Hao Hu,Liqiang Wang,Guo-Jun Qi,

論文連結: https://doi.org/10.1609/aaai.v33i01.33013822

[469]. HERS: Modeling Influential Contexts with Heterogeneous Relations for Sparse and Cold-Start Recommendation.

作者: Liang Hu,Songlei Jian,Longbing Cao,Zhiping Gu,Qingkui Chen,Artak Amirbekyan,

論文連結: https://doi.org/10.1609/aaai.v33i01.33013830

[470]. One-Pass Incomplete Multi-View Clustering.

作者: Menglei Hu,Songcan Chen,

論文連結: https://doi.org/10.1609/aaai.v33i01.33013838

[471]. Multi-Fidelity Automatic Hyper-Parameter Tuning via Transfer Series Expansion.

作者: Yi-Qi Hu,Yang Yu,Wei-Wei Tu,Qiang Yang,Yuqiang Chen,Wenyuan Dai,

論文連結: https://doi.org/10.1609/aaai.v33i01.33013846

[472]. Efficient Quantization for Neural Networks with Binary Weights and Low Bitwidth Activations.

作者: Kun Huang,Bingbing Ni,Xiaokang Yang,

論文連結: https://doi.org/10.1609/aaai.v33i01.33013854

[473]. Efficient Identification of Approximate Best Configuration of Training in Large Datasets.

作者: Silu Huang,Chi Wang,Bolin Ding,Surajit Chaudhuri,

論文連結: https://doi.org/10.1609/aaai.v33i01.33013862

[474]. Bootstrap Estimated Uncertainty of the Environment Model for Model-Based Reinforcement Learning.

作者: Wenzhen Huang,Junge Zhang,Kaiqi Huang,

論文連結: https://doi.org/10.1609/aaai.v33i01.33013870

[475]. Large-Scale Heterogeneous Feature Embedding.

作者: Xiao Huang,Qingquan Song,Fan Yang,Xia Hu,

論文連結: https://doi.org/10.1609/aaai.v33i01.33013878

[476]. Manifold-Valued Image Generation with Wasserstein Generative Adversarial Nets.

作者: Zhiwu Huang,Jiqing Wu,Luc Van Gool,

論文連結: https://doi.org/10.1609/aaai.v33i01.33013886

[477]. Inter-Class Angular Loss for Convolutional Neural Networks.

作者: Le Hui,Xiang Li,Chen Gong,Meng Fang,Joey Tianyi Zhou,Jian Yang,

論文連結: https://doi.org/10.1609/aaai.v33i01.33013894

[478]. Tensorial Change Analysis Using Probabilistic Tensor Regression.

作者: Tsuyoshi Idé,

論文連結: https://doi.org/10.1609/aaai.v33i01.33013902

[479]. Complex Moment-Based Supervised Eigenmap for Dimensionality Reduction.

作者: Akira Imakura,Momo Matsuda,Xiucai Ye,Tetsuya Sakurai,

論文連結: https://doi.org/10.1609/aaai.v33i01.33013910

[480]. Estimating the Causal Effect from Partially Observed Time Series.

作者: Akane Iseki,Yusuke Mukuta,Yoshitaka Ushiku,Tatsuya Harada,

論文連結: https://doi.org/10.1609/aaai.v33i01.33013919

[481]. TAPAS: Train-Less Accuracy Predictor for Architecture Search.

作者: Roxana Istrate,Florian Scheidegger,Giovanni Mariani,Dimitrios S. Nikolopoulos,Constantine Bekas,Adelmo Cristiano Innocenza Malossi,

論文連結: https://doi.org/10.1609/aaai.v33i01.33013927

[482]. Neural Collective Graphical Models for Estimating Spatio-Temporal Population Flow from Aggregated Data.

作者: Tomoharu Iwata,Hitoshi Shimizu,

論文連結: https://doi.org/10.1609/aaai.v33i01.33013935

[483]. Meta-Descent for Online, Continual Prediction.

作者: Andrew Jacobsen,Matthew Schlegel,Cameron Linke,Thomas Degris,Adam White,Martha White,

論文連結: https://doi.org/10.1609/aaai.v33i01.33013943

[484]. Model-Free IRL Using Maximum Likelihood Estimation.

作者: Vinamra Jain,Prashant Doshi,Bikramjit Banerjee,

論文連結: https://doi.org/10.1609/aaai.v33i01.33013951

[485]. Classification with Costly Features Using Deep Reinforcement Learning.

作者: Jaromír Janisch,Tomás Pevný,Viliam Lisý,

論文連結: https://doi.org/10.1609/aaai.v33i01.33013959

[486]. Tile2Vec: Unsupervised Representation Learning for Spatially Distributed Data.

作者: Neal Jean,Sherrie Wang,Anshul Samar,George Azzari,David B. Lobell,Stefano Ermon,

論文連結: https://doi.org/10.1609/aaai.v33i01.33013967

[487]. Multi-Dimensional Classification via kNN Feature Augmentation.

作者: Bin-Bin Jia,Min-Ling Zhang,

論文連結: https://doi.org/10.1609/aaai.v33i01.33013975

[488]. Joint Semi-Supervised Feature Selection and Classification through Bayesian Approach.

作者: Bingbing Jiang,Xingyu Wu,Kui Yu,Huanhuan Chen,

論文連結: https://doi.org/10.1609/aaai.v33i01.33013983

[489]. Fast Incremental SVDD Learning Algorithm with the Gaussian Kernel.

作者: Hansi Jiang,Haoyu Wang,Wenhao Hu,Deovrat Kakde,Arin Chaudhuri,

論文連結: https://doi.org/10.1609/aaai.v33i01.33013991

[490]. Non-Asymptotic Uniform Rates of Consistency for k-NN Regression.

作者: Heinrich Jiang,

論文連結: https://doi.org/10.1609/aaai.v33i01.33013999

[491]. Gaussian-Induced Convolution for Graphs.

作者: Jiatao Jiang,Zhen Cui,Chunyan Xu,Jian Yang,

論文連結: https://doi.org/10.1609/aaai.v33i01.33014007

[492]. SCFont: Structure-Guided Chinese Font Generation via Deep Stacked Networks.

作者: Yue Jiang,Zhouhui Lian,Yingmin Tang,Jianguo Xiao,

論文連結: https://doi.org/10.1609/aaai.v33i01.33014015

[493]. Estimating the Days to Success of Campaigns in Crowdfunding: A Deep Survival Perspective.

作者: Binbin Jin,Hongke Zhao,Enhong Chen,Qi Liu,Yong Ge,

論文連結: https://doi.org/10.1609/aaai.v33i01.33014023

[494]. DoPAMINE: Double-Sided Masked CNN for Pixel Adaptive Multiplicative Noise Despeckling.

作者: Sunghwan Joo,Sungmin Cha,Taesup Moon,

論文連結: https://doi.org/10.1609/aaai.v33i01.33014031

[495]. Precision-Recall versus Accuracy and the Role of Large Data Sets.

作者: Brendan Juba,Hai S. Le,

論文連結: https://doi.org/10.1609/aaai.v33i01.33014039

[496]. Dimension-Free Error Bounds from Random Projections.

作者: Ata Kabán,

論文連結: https://doi.org/10.1609/aaai.v33i01.33014049

[497]. Similarity Learning via Kernel Preserving Embedding.

作者: Zhao Kang,Yiwei Lu,Yuanzhang Su,Changsheng Li,Zenglin Xu,

論文連結: https://doi.org/10.1609/aaai.v33i01.33014057

[498]. Guided Dropout.

作者: Rohit Keshari,Richa Singh,Mayank Vatsa,

論文連結: https://doi.org/10.1609/aaai.v33i01.33014065

[499]. Mixture of Expert/Imitator Networks: Scalable Semi-Supervised Learning Framework.

作者: Shun Kiyono,Jun Suzuki,Kentaro Inui,

論文連結: https://doi.org/10.1609/aaai.v33i01.33014073

[500]. Exploiting Class Learnability in Noisy Data.

作者: Matthew Klawonn,Eric Heim,James A. Hendler,

論文連結: https://doi.org/10.1609/aaai.v33i01.33014082

[501]. Active Generative Adversarial Network for Image Classification.

作者: Quan Kong,Bin Tong,Martin Klinkigt,Yuki Watanabe,Naoto Akira,Tomokazu Murakami,

論文連結: https://doi.org/10.1609/aaai.v33i01.33014090

[502]. On-Line Learning of Linear Dynamical Systems: Exponential Forgetting in Kalman Filters.

作者: Mark Kozdoba,Jakub Marecek,Tigran T. Tchrakian,Shie Mannor,

論文連結: https://doi.org/10.1609/aaai.v33i01.33014098

[503]. Unsupervised Domain Adaptation by Matching Distributions Based on the Maximum Mean Discrepancy via Unilateral Transformations.

作者: Atsutoshi Kumagai,Tomoharu Iwata,

論文連結: https://doi.org/10.1609/aaai.v33i01.33014106

[504]. Multi-Source Neural Variational Inference.

作者: Richard Kurle,Stephan Günnemann,Patrick van der Smagt,

論文連結: https://doi.org/10.1609/aaai.v33i01.33014114

[505]. Unsupervised Domain Adaptation Based on Source-Guided Discrepancy.

作者: Seiichi Kuroki,Nontawat Charoenphakdee,Han Bao,Junya Honda,Issei Sato,Masashi Sugiyama,

論文連結: https://doi.org/10.1609/aaai.v33i01.33014122

[506]. TransConv: Relationship Embedding in Social Networks.

作者: Yi-Yu Lai,Jennifer Neville,Dan Goldwasser,

論文連結: https://doi.org/10.1609/aaai.v33i01.33014130

[507]. Accurate and Interpretable Factorization Machines.

作者: Liang Lan,Yu Geng,

論文連結: https://doi.org/10.1609/aaai.v33i01.33014139

[508]. Gradient-Based Inference for Networks with Output Constraints.

作者: Jay Yoon Lee,Sanket Vaibhav Mehta,Michael L. Wick,Jean-Baptiste Tristan,Jaime G. Carbonell,

論文連結: https://doi.org/10.1609/aaai.v33i01.33014147

[509]. Understanding Learned Models by Identifying Important Features at the Right Resolution.

作者: Kyubin Lee,Akshay Sood,Mark Craven,

論文連結: https://doi.org/10.1609/aaai.v33i01.33014155

[510]. Structural Causal Bandits with Non-Manipulable Variables.

作者: Sanghack Lee,Elias Bareinboim,

論文連結: https://doi.org/10.1609/aaai.v33i01.33014164

[511]. Communication-Efficient Stochastic Gradient MCMC for Neural Networks.

作者: Chunyuan Li,Changyou Chen,Yunchen Pu,Ricardo Henao,Lawrence Carin,

論文連結: https://doi.org/10.1609/aaai.v33i01.33014173

[512]. Lifted Proximal Operator Machines.

作者: Jia Li,Cong Fang,Zhouchen Lin,

論文連結: https://doi.org/10.1609/aaai.v33i01.33014181

[513]. From Zero-Shot Learning to Cold-Start Recommendation.

作者: Jingjing Li,Mengmeng Jing,Ke Lu,Lei Zhu,Yang Yang,Zi Huang,

論文連結: https://doi.org/10.1609/aaai.v33i01.33014189

[514]. X-DMM: Fast and Scalable Model Based Text Clustering.

作者: Linwei Li,Liangchen Guo,Zhenying He,Yinan Jing,X. Sean Wang,

論文連結: https://doi.org/10.1609/aaai.v33i01.33014197

[515]. Sign-Full Random Projections.

作者: Ping Li,

論文連結: https://doi.org/10.1609/aaai.v33i01.33014205

[516]. Robust Multi-Agent Reinforcement Learning via Minimax Deep Deterministic Policy Gradient.

作者: Shihui Li,Yi Wu,Xinyue Cui,Honghua Dong,Fei Fang,Stuart J. Russell,

論文連結: https://doi.org/10.1609/aaai.v33i01.33014213

[517]. Spectral Clustering in Heterogeneous Information Networks.

作者: Xiang Li,Ben Kao,Zhaochun Ren,Dawei Yin,

論文連結: https://doi.org/10.1609/aaai.v33i01.33014221

[518]. Learning Adaptive Random Features.

作者: Yanjun Li,Kai Zhang,Jun Wang,Sanjiv Kumar,

論文連結: https://doi.org/10.1609/aaai.v33i01.33014229

[519]. Towards Automated Semi-Supervised Learning.

作者: Yu-Feng Li,Hai Wang,Tong Wei,Wei-Wei Tu,

論文連結: https://doi.org/10.1609/aaai.v33i01.33014237

[520]. Learning Disentangled Representation with Pairwise Independence.

作者: Zejian Li,Yongchuan Tang,Wei Li,Yongxing He,

論文連結: https://doi.org/10.1609/aaai.v33i01.33014245

[521]. Exploiting Coarse-to-Fine Task Transfer for Aspect-Level Sentiment Classification.

作者: Zheng Li,Ying Wei,Yu Zhang,Xiang Zhang,Xin Li,

論文連結: https://doi.org/10.1609/aaai.v33i01.33014253

[522]. SepNE: Bringing Separability to Network Embedding.

作者: Ziyao Li,Liang Zhang,Guojie Song,

論文連結: https://doi.org/10.1609/aaai.v33i01.33014261

[523]. Collaborative, Dynamic and Diversified User Profiling.

作者: Shangsong Liang,

論文連結: https://doi.org/10.1609/aaai.v33i01.33014269

[524]. Learning Logistic Circuits.

作者: Yitao Liang,Guy Van den Broeck,

論文連結: https://doi.org/10.1609/aaai.v33i01.33014277

[525]. CircConv: A Structured Convolution with Low Complexity.

作者: Siyu Liao,Bo Yuan,

論文連結: https://doi.org/10.1609/aaai.v33i01.33014287

[526]. Evolutionary Manytasking Optimization Based on Symbiosis in Biocoenosis.

作者: Rung-Tzuo Liaw,Chuan-Kang Ting,

論文連結: https://doi.org/10.1609/aaai.v33i01.33014295

[527]. Non-Compensatory Psychological Models for Recommender Systems.

作者: Chen Lin,Xiaolin Shen,Si Chen,Muhua Zhu,Yanghua Xiao,

論文連結: https://doi.org/10.1609/aaai.v33i01.33014304

[528]. Which Factorization Machine Modeling Is Better: A Theoretical Answer with Optimal Guarantee.

作者: Ming Lin,Shuang Qiu,Jieping Ye,Xiaomin Song,Qi Qian,Liang Sun,Shenghuo Zhu,Rong Jin,

論文連結: https://doi.org/10.1609/aaai.v33i01.33014312

[529]. MFPCA: Multiscale Functional Principal Component Analysis.

作者: Zhenhua Lin,Hongtu Zhu,

論文連結: https://doi.org/10.1609/aaai.v33i01.33014320

[530]. Learning Plackett-Luce Mixtures from Partial Preferences.

作者: Ao Liu,Zhibing Zhao,Chao Liao,Pinyan Lu,Lirong Xia,

論文連結: https://doi.org/10.1609/aaai.v33i01.33014328

[531]. Near-Neighbor Methods in Random Preference Completion.

作者: Ao Liu,Qiong Wu,Zhenming Liu,Lirong Xia,

論文連結: https://doi.org/10.1609/aaai.v33i01.33014336

[532]. Scale Invariant Fully Convolutional Network: Detecting Hands Efficiently.

作者: Dan Liu,Dawei Du,Libo Zhang,Tiejian Luo,Yanjun Wu,Feiyue Huang,Siwei Lyu,

論文連結: https://doi.org/10.1609/aaai.v33i01.33014344

[533]. Trust Region Evolution Strategies.

作者: Guoqing Liu,Li Zhao,Feidiao Yang,Jiang Bian,Tao Qin,Nenghai Yu,Tie-Yan Liu,

論文連結: https://doi.org/10.1609/aaai.v33i01.33014352

[534]. Learning Multi-Task Communication with Message Passing for Sequence Learning.

作者: Pengfei Liu,Jie Fu,Yue Dong,Xipeng Qiu,Jackie Chi Kit Cheung,

論文連結: https://doi.org/10.1609/aaai.v33i01.33014360

[535]. A Theoretically Guaranteed Deep Optimization Framework for Robust Compressive Sensing MRI.

作者: Risheng Liu,Yuxi Zhang,Shichao Cheng,Xin Fan,Zhongxuan Luo,

論文連結: https://doi.org/10.1609/aaai.v33i01.33014368

[536]. A Bandit Approach to Maximum Inner Product Search.

作者: Rui Liu,Tianyi Wu,Barzan Mozafari,

論文連結: https://doi.org/10.1609/aaai.v33i01.33014376

[537]. The Utility of Sparse Representations for Control in Reinforcement Learning.

作者: Vincent Liu,Raksha Kumaraswamy,Lei Le,Martha White,

論文連結: https://doi.org/10.1609/aaai.v33i01.33014384

[538]. Efficient and Effective Incomplete Multi-View Clustering.

作者: Xinwang Liu,Xinzhong Zhu,Miaomiao Li,Chang Tang,En Zhu,Jianping Yin,Wen Gao,

論文連結: https://doi.org/10.1609/aaai.v33i01.33014392

[539]. Ranking-Based Deep Cross-Modal Hashing.

作者: Xuanwu Liu,Guoxian Yu,Carlotta Domeniconi,Jun Wang,Yazhou Ren,Maozu Guo,

論文連結: https://doi.org/10.1609/aaai.v33i01.33014400

[540]. Adaptive Sparse Confidence-Weighted Learning for Online Feature Selection.

作者: Yanbin Liu,Yan Yan,Ling Chen,Yahong Han,Yi Yang,

論文連結: https://doi.org/10.1609/aaai.v33i01.33014408

[541]. Active Sampling for Open-Set Classification without Initial Annotation.

作者: Zhao-Yang Liu,Sheng-Jun Huang,

論文連結: https://doi.org/10.1609/aaai.v33i01.33014416

[542]. GeniePath: Graph Neural Networks with Adaptive Receptive Paths.

作者: Ziqi Liu,Chaochao Chen,Longfei Li,Jun Zhou,Xiaolong Li,Le Song,Yuan Qi,

論文連結: https://doi.org/10.1609/aaai.v33i01.33014424

[543]. Guiding the One-to-One Mapping in CycleGAN via Optimal Transport.

作者: Guansong Lu,Zhiming Zhou,Yuxuan Song,Kan Ren,Yong Yu,

論文連結: https://doi.org/10.1609/aaai.v33i01.33014432

[544]. Super Sparse Convolutional Neural Networks.

作者: Yao Lu,Guangming Lu,Bob Zhang,Yuanrong Xu,Jinxing Li,

論文連結: https://doi.org/10.1609/aaai.v33i01.33014440

[545]. Block Belief Propagation for Parameter Learning in Markov Random Fields.

作者: You Lu,Zhiyuan Liu,Bert Huang,

論文連結: https://doi.org/10.1609/aaai.v33i01.33014448

[546]. Relation Structure-Aware Heterogeneous Information Network Embedding.

作者: Yuanfu Lu,Chuan Shi,Linmei Hu,Zhiyuan Liu,

論文連結: https://doi.org/10.1609/aaai.v33i01.33014456

[547]. Scaling-Up Split-Merge MCMC with Locality Sensitive Sampling (LSS).

作者: Chen Luo,Anshumali Shrivastava,

論文連結: https://doi.org/10.1609/aaai.v33i01.33014464

[548]. Orthogonality-Promoting Dictionary Learning via Bayesian Inference.

作者: Lei Luo,Jie Xu,Cheng Deng,Heng Huang,

論文連結: https://doi.org/10.1609/aaai.v33i01.33014472

[549]. Robust Metric Learning on Grassmann Manifolds with Generalization Guarantees.

作者: Lei Luo,Jie Xu,Cheng Deng,Heng Huang,

論文連結: https://doi.org/10.1609/aaai.v33i01.33014480

[550]. Bias-Variance Trade-Off in Hierarchical Probabilistic Models Using Higher-Order Feature Interactions.

作者: Simon Luo,Mahito Sugiyama,

論文連結: https://doi.org/10.1609/aaai.v33i01.33014488

[551]. Distributed PageRank Computation: An Improved Theoretical Study.

作者: Siqiang Luo,

論文連結: https://doi.org/10.1609/aaai.v33i01.33014496

[552]. A Comparative Analysis of Expected and Distributional Reinforcement Learning.

作者: Clare Lyle,Marc G. Bellemare,Pablo Samuel Castro,

論文連結: https://doi.org/10.1609/aaai.v33i01.33014504

[553]. State-Augmentation Transformations for Risk-Sensitive Reinforcement Learning.

作者: Shuai Ma,Jia Yuan Yu,

論文連結: https://doi.org/10.1609/aaai.v33i01.33014512

[554]. LabelForest: Non-Parametric Semi-Supervised Learning for Activity Recognition.

作者: Yuchao Ma,Hassan Ghasemzadeh,

論文連結: https://doi.org/10.1609/aaai.v33i01.33014520

[555]. Complex Unitary Recurrent Neural Networks Using Scaled Cayley Transform.

作者: Kehelwala D. G. Maduranga,Kyle E. Helfrich,Qiang Ye,

論文連結: https://doi.org/10.1609/aaai.v33i01.33014528

[556]. The Curse of Concentration in Robust Learning: Evasion and Poisoning Attacks from Concentration of Measure.

作者: Saeed Mahloujifar,Dimitrios I. Diochnos,Mohammad Mahmoody,

論文連結: https://doi.org/10.1609/aaai.v33i01.33014536

[557]. A Distillation Approach to Data Efficient Individual Treatment Effect Estimation.

作者: Maggie Makar,Adith Swaminathan,Emre Kiciman,

論文連結: https://doi.org/10.1609/aaai.v33i01.33014544

[558]. DyS: A Framework for Mixture Models in Quantification.

作者: André Gustavo Maletzke,Denis Moreira dos Reis,Everton Alvares Cherman,Gustavo E. A. P. A. Batista,

論文連結: https://doi.org/10.1609/aaai.v33i01.33014552

[559]. Towards Better Interpretability in Deep Q-Networks.

作者: Raghuram Mandyam Annasamy,Katia P. Sycara,

論文連結: https://doi.org/10.1609/aaai.v33i01.33014561

[560]. Cost-Sensitive Learning to Rank.

作者: Ryan McBride,Ke Wang,Zhouyang Ren,Wenyuan Li,

論文連結: https://doi.org/10.1609/aaai.v33i01.33014570

[561]. A Two-Stream Mutual Attention Network for Semi-Supervised Biomedical Segmentation with Noisy Labels.

作者: Shaobo Min,Xuejin Chen,Zheng-Jun Zha,Feng Wu,Yongdong Zhang,

論文連結: https://doi.org/10.1609/aaai.v33i01.33014578

[562]. A Probabilistic Derivation of LASSO and L12-Norm Feature Selections.

作者: Di Ming,Chris Ding,Feiping Nie,

論文連結: https://doi.org/10.1609/aaai.v33i01.33014586

[563]. Cogra: Concept-Drift-Aware Stochastic Gradient Descent for Time-Series Forecasting.

作者: Kohei Miyaguchi,Hiroshi Kajino,

論文連結: https://doi.org/10.1609/aaai.v33i01.33014594

[564]. Weisfeiler and Leman Go Neural: Higher-Order Graph Neural Networks.

作者: Christopher Morris,Martin Ritzert,Matthias Fey,William L. Hamilton,Jan Eric Lenssen,Gaurav Rattan,Martin Grohe,

論文連結: https://doi.org/10.1609/aaai.v33i01.33014602

[565]. ClusterGAN: Latent Space Clustering in Generative Adversarial Networks.

作者: Sudipto Mukherjee,Himanshu Asnani,Eugene Lin,Sreeram Kannan,

論文連結: https://doi.org/10.1609/aaai.v33i01.33014610

[566]. Subspace Selection via DR-Submodular Maximization on Lattices.

作者: So Nakashima,Takanori Maehara,

論文連結: https://doi.org/10.1609/aaai.v33i01.33014618

[567]. Number Sequence Prediction Problems for Evaluating Computational Powers of Neural Networks.

作者: Hyoungwook Nam,Segwang Kim,Kyomin Jung,

論文連結: https://doi.org/10.1609/aaai.v33i01.33014626

[568]. Efficient Counterfactual Learning from Bandit Feedback.

作者: Yusuke Narita,Shota Yasui,Kohei Yata,

論文連結: https://doi.org/10.1609/aaai.v33i01.33014634

[569]. Multigrid Backprojection Super-Resolution and Deep Filter Visualization.

作者: Pablo Navarrete Michelini,Hanwen Liu,Dan Zhu,

論文連結: https://doi.org/10.1609/aaai.v33i01.33014642

[570]. Biologically Motivated Algorithms for Propagating Local Target Representations.

作者: Alexander G. Ororbia II,Ankur Mali,

論文連結: https://doi.org/10.1609/aaai.v33i01.33014651

[571]. Determinantal Reinforcement Learning.

作者: Takayuki Osogami,Rudy Raymond,

論文連結: https://doi.org/10.1609/aaai.v33i01.33014659

[572]. Non-Parametric Transformation Networks for Learning General Invariances from Data.

作者: Dipan K. Pal,Marios Savvides,

論文連結: https://doi.org/10.1609/aaai.v33i01.33014667

[573]. Policy Optimization with Model-Based Explorations.

作者: Feiyang Pan,Qingpeng Cai,Anxiang Zeng,Chun-Xiang Pan,Qing Da,Hua-Lin He,Qing He,Pingzhong Tang,

論文連結: https://doi.org/10.1609/aaai.v33i01.33014675

[574]. Compressing Recurrent Neural Networks with Tensor Ring for Action Recognition.

作者: Yu Pan,Jing Xu,Maolin Wang,Jinmian Ye,Fei Wang,Kun Bai,Zenglin Xu,

論文連結: https://doi.org/10.1609/aaai.v33i01.33014683

[575]. On Reinforcement Learning for Full-Length Game of StarCraft.

作者: Zhen-Jia Pang,Ruo-Ze Liu,Zhou-Yu Meng,Yi Zhang,Yang Yu,Tong Lu,

論文連結: https://doi.org/10.1609/aaai.v33i01.33014691

[576]. Adversarial Dropout for Recurrent Neural Networks.

作者: Sungrae Park,Kyungwoo Song,Mingi Ji,Wonsung Lee,Il-Chul Moon,

論文連結: https://doi.org/10.1609/aaai.v33i01.33014699

[577]. Trainable Undersampling for Class-Imbalance Learning.

作者: Minlong Peng,Qi Zhang,Xiaoyu Xing,Tao Gui,Xuanjing Huang,Yu-Gang Jiang,Keyu Ding,Zhigang Chen,

論文連結: https://doi.org/10.1609/aaai.v33i01.33014707

[578]. Exploiting Synthetically Generated Data with Semi-Supervised Learning for Small and Imbalanced Datasets.

作者: M. Pérez-Ortiz,Peter Tiño,Rafal Mantiuk,César Hervás-Martínez,

論文連結: https://doi.org/10.1609/aaai.v33i01.33014715

[579]. Interpretable Preference Learning: A Game Theoretic Framework for Large Margin On-Line Feature and Rule Learning.

作者: Mirko Polato,Fabio Aiolli,

論文連結: https://doi.org/10.1609/aaai.v33i01.33014723

[580]. Learning to Solve NP-Complete Problems: A Graph Neural Network for Decision TSP.

作者: Marcelo O. R. Prates,Pedro H. C. Avelar,Henrique Lemos,Luís C. Lamb,Moshe Y. Vardi,

論文連結: https://doi.org/10.1609/aaai.v33i01.33014731

[581]. Robust Optimization over Multiple Domains.

作者: Qi Qian,Shenghuo Zhu,Jiasheng Tang,Rong Jin,Baigui Sun,Hao Li,

論文連結: https://doi.org/10.1609/aaai.v33i01.33014739

[582]. Composite Binary Decomposition Networks.

作者: You Qiaoben,Zheng Wang,Jianguo Li,Yinpeng Dong,Yu-Gang Jiang,Jun Zhu,

論文連結: https://doi.org/10.1609/aaai.v33i01.33014747

[583]. Nearest-Neighbour-Induced Isolation Similarity and Its Impact on Density-Based Clustering.

作者: Xiaoyu Qin,Kai Ming Ting,Ye Zhu,Vincent C. S. Lee,

論文連結: https://doi.org/10.1609/aaai.v33i01.33014755

[584]. Training Complex Models with Multi-Task Weak Supervision.

作者: Alexander Ratner,Braden Hancock,Jared Dunnmon,Frederic Sala,Shreyash Pandey,Christopher Ré,

論文連結: https://doi.org/10.1609/aaai.v33i01.33014763

[585]. Explicitly Imposing Constraints in Deep Networks via Conditional Gradients Gives Improved Generalization and Faster Convergence.

作者: Sathya N. Ravi,Tuan Dinh,Vishnu Suresh Lokhande,Vikas Singh,

論文連結: https://doi.org/10.1609/aaai.v33i01.33014772

[586]. Regularized Evolution for Image Classifier Architecture Search.

作者: Esteban Real,Alok Aggarwal,Yanping Huang,Quoc V. Le,

論文連結: https://doi.org/10.1609/aaai.v33i01.33014780

[587]. On Fair Cost Sharing Games in Machine Learning.

作者: Ievgen Redko,Charlotte Laclau,

論文連結: https://doi.org/10.1609/aaai.v33i01.33014790

[588]. Deep Recurrent Survival Analysis.

作者: Kan Ren,Jiarui Qin,Lei Zheng,Zhengyu Yang,Weinan Zhang,Lin Qiu,Yong Yu,

論文連結: https://doi.org/10.1609/aaai.v33i01.33014798

[589]. RepeatNet: A Repeat Aware Neural Recommendation Machine for Session-Based Recommendation.

作者: Pengjie Ren,Zhumin Chen,Jing Li,Zhaochun Ren,Jun Ma,Maarten de Rijke,

論文連結: https://doi.org/10.1609/aaai.v33i01.33014806

[590]. Devil in the Details: Towards Accurate Single and Multiple Human Parsing.

作者: Tao Ruan,Ting Liu,Zilong Huang,Yunchao Wei,Shikui Wei,Yao Zhao,

論文連結: https://doi.org/10.1609/aaai.v33i01.33014814

[591]. Latent Multi-Task Architecture Learning.

作者: Sebastian Ruder,Joachim Bingel,Isabelle Augenstein,Anders Søgaard,

論文連結: https://doi.org/10.1609/aaai.v33i01.33014822

[592]. How Many Pairwise Preferences Do We Need to Rank a Graph Consistently?

作者: Aadirupa Saha,Rakesh Shivanna,Chiranjib Bhattacharyya,

論文連結: https://doi.org/10.1609/aaai.v33i01.33014830

[593]. Covariate Shift Adaptation on Learning from Positive and Unlabeled Data.

作者: Tomoya Sakai,Nobuyuki Shimizu,

論文連結: https://doi.org/10.1609/aaai.v33i01.33014838

[594]. Granger-Causal Attentive Mixtures of Experts: Learning Important Features with Neural Networks.

作者: Patrick Schwab,Djordje Miladinovic,Walter Karlen,

論文連結: https://doi.org/10.1609/aaai.v33i01.33014846

[595]. Congestion Graphs for Automated Time Predictions.

作者: Arik Senderovich,J. Christopher Beck,Avigdor Gal,Matthias Weidlich,

論文連結: https://doi.org/10.1609/aaai.v33i01.33014854

[596]. Unsupervised Learning with Contrastive Latent Variable Models.

作者: Kristen A. Severson,Soumya Ghosh,Kenney Ng,

論文連結: https://doi.org/10.1609/aaai.v33i01.33014862

[597]. Sparse Reject Option Classifier Using Successive Linear Programming.

作者: Kulin Shah,Naresh Manwani,

論文連結: https://doi.org/10.1609/aaai.v33i01.33014870

[598]. Geometric Hawkes Processes with Graph Convolutional Recurrent Neural Networks.

作者: Jin Shang,Mingxuan Sun,

論文連結: https://doi.org/10.1609/aaai.v33i01.33014878

[599]. MEAL: Multi-Model Ensemble via Adversarial Learning.

作者: Zhiqiang Shen,Zhankui He,Xiangyang Xue,

論文連結: https://doi.org/10.1609/aaai.v33i01.33014886

[600]. Multi-View Anomaly Detection: Neighborhood in Locality Matters.

作者: Xiang-Rong Sheng,De-Chuan Zhan,Su Lu,Yuan Jiang,

論文連結: https://doi.org/10.1609/aaai.v33i01.33014894

[601]. Virtual-Taobao: Virtualizing Real-World Online Retail Environment for Reinforcement Learning.

作者: Jing-Cheng Shi,Yang Yu,Qing Da,Shi-Yong Chen,Anxiang Zeng,

論文連結: https://doi.org/10.1609/aaai.v33i01.33014902

[602]. Automatic Code Review by Learning the Revision of Source Code.

作者: Shu-Ting Shi,Ming Li,David Lo,Ferdian Thung,Xuan Huo,

論文連結: https://doi.org/10.1609/aaai.v33i01.33014910

[603]. Sublinear Time Numerical Linear Algebra for Structured Matrices.

作者: Xiaofei Shi,David P. Woodruff,

論文連結: https://doi.org/10.1609/aaai.v33i01.33014918

[604]. Label Embedding with Partial Heterogeneous Contexts.

作者: Yaxin Shi,Donna Xu,Yuangang Pan,Ivor W. Tsang,Shirui Pan,

論文連結: https://doi.org/10.1609/aaai.v33i01.33014926

[605]. Evaluating Recommender System Stability with Influence-Guided Fuzzing.

作者: David Shriver,Sebastian G. Elbaum,Matthew B. Dwyer,David S. Rosenblum,

論文連結: https://doi.org/10.1609/aaai.v33i01.33014934

[606]. Sensitivity Analysis of Deep Neural Networks.

作者: Hai Shu,Hongtu Zhu,

論文連結: https://doi.org/10.1609/aaai.v33i01.33014943

[607]. Transferable Curriculum for Weakly-Supervised Domain Adaptation.

作者: Yang Shu,Zhangjie Cao,Mingsheng Long,Jianmin Wang,

論文連結: https://doi.org/10.1609/aaai.v33i01.33014951

[608]. Unsupervised Transfer Learning for Spoken Language Understanding in Intelligent Agents.

作者: Aditya Siddhant,Anuj Kumar Goyal,Angeliki Metallinou,

論文連結: https://doi.org/10.1609/aaai.v33i01.33014959

[609]. Safe Policy Improvement with Baseline Bootstrapping in Factored Environments.

作者: Thiago D. Simão,Matthijs T. J. Spaan,

論文連結: https://doi.org/10.1609/aaai.v33i01.33014967

[610]. Composable Modular Reinforcement Learning.

作者: Christopher L. Simpkins,Charles L. Isbell Jr.,

論文連結: https://doi.org/10.1609/aaai.v33i01.33014975

[611]. Hierarchical Context Enabled Recurrent Neural Network for Recommendation.

作者: Kyungwoo Song,Mingi Ji,Sungrae Park,Il-Chul Moon,

論文連結: https://doi.org/10.1609/aaai.v33i01.33014983

[612]. Diversity-Driven Extensible Hierarchical Reinforcement Learning.

作者: Yuhang Song,Jianyi Wang,Thomas Lukasiewicz,Zhenghua Xu,Mai Xu,

論文連結: https://doi.org/10.1609/aaai.v33i01.33014992

[613]. On the Persistence of Clustering Solutions and True Number of Clusters in a Dataset.

作者: Amber Srivastava,Mayank Baranwal,Srinivasa M. Salapaka,

論文連結: https://doi.org/10.1609/aaai.v33i01.33015000

[614]. Soft Facial Landmark Detection by Label Distribution Learning.

作者: Kai Su,Xin Geng,

論文連結: https://doi.org/10.1609/aaai.v33i01.33015008

[615]. Partial Multi-Label Learning by Low-Rank and Sparse Decomposition.

作者: Lijuan Sun,Songhe Feng,Tao Wang,Congyan Lang,Yi Jin,

論文連結: https://doi.org/10.1609/aaai.v33i01.33015016

[616]. Multi-Precision Quantized Neural Networks via Encoding Decomposition of {-1, +1}.

作者: Qigong Sun,Fanhua Shang,Kang Yang,Xiufang Li,Yan Ren,Licheng Jiao,

論文連結: https://doi.org/10.1609/aaai.v33i01.33015024

[617]. Non-Ergodic Convergence Analysis of Heavy-Ball Algorithms.

作者: Tao Sun,Penghang Yin,Dongsheng Li,Chun Huang,Lei Guan,Hao Jiang,

論文連結: https://doi.org/10.1609/aaai.v33i01.33015033

[618]. Network Structure and Transfer Behaviors Embedding via Deep Prediction Model.

作者: Xin Sun,Zenghui Song,Junyu Dong,Yongbo Yu,Claudia Plant,Christian Böhm,

論文連結: https://doi.org/10.1609/aaai.v33i01.33015041

[619]. Learning Vine Copula Models for Synthetic Data Generation.

作者: Yi Sun,Alfredo Cuesta-Infante,Kalyan Veeramachaneni,

論文連結: https://doi.org/10.1609/aaai.v33i01.33015049

[620]. Matrix Completion for Graph-Based Deep Semi-Supervised Learning.

作者: Fariborz Taherkhani,Hadi Kazemi,Nasser M. Nasrabadi,

論文連結: https://doi.org/10.1609/aaai.v33i01.33015058

[621]. Variational Autoencoder with Implicit Optimal Priors.

作者: Hiroshi Takahashi,Tomoharu Iwata,Yuki Yamanaka,Masanori Yamada,Satoshi Yagi,

論文連結: https://doi.org/10.1609/aaai.v33i01.33015066

[622]. Character n-Gram Embeddings to Improve RNN Language Models.

作者: Sho Takase,Jun Suzuki,Masaaki Nagata,

論文連結: https://doi.org/10.1609/aaai.v33i01.33015074

[623]. Coreset Stochastic Variance-Reduced Gradient with Application to Optimal Margin Distribution Machine.

作者: Zhi-Hao Tan,Teng Zhang,Wei Wang,

論文連結: https://doi.org/10.1609/aaai.v33i01.33015083

[624]. Refining Coarse-Grained Spatial Data Using Auxiliary Spatial Data Sets with Various Granularities.

作者: Yusuke Tanaka,Tomoharu Iwata,Toshiyuki Tanaka,Takeshi Kurashima,Maya Okawa,Hiroyuki Toda,

論文連結: https://doi.org/10.1609/aaai.v33i01.33015091

[625]. Cross-View Local Structure Preserved Diversity and Consensus Learning for Multi-View Unsupervised Feature Selection.

作者: Chang Tang,Xinzhong Zhu,Xinwang Liu,Lizhe Wang,

論文連結: https://doi.org/10.1609/aaai.v33i01.33015101

[626]. An Integral Tag Recommendation Model for Textual Content.

作者: Shijie Tang,Yuan Yao,Suwei Zhang,Feng Xu,Tianxiao Gu,Hanghang Tong,Xiaohui Yan,Jian Lu,

論文連結: https://doi.org/10.1609/aaai.v33i01.33015109

[627]. Self-Paced Active Learning: Query the Right Thing at the Right Time.

作者: Ying-Peng Tang,Sheng-Jun Huang,

論文連結: https://doi.org/10.1609/aaai.v33i01.33015117

[628]. A Radical-Aware Attention-Based Model for Chinese Text Classification.

作者: Hanqing Tao,Shiwei Tong,Hongke Zhao,Tong Xu,Binbin Jin,Qi Liu,

論文連結: https://doi.org/10.1609/aaai.v33i01.33015125

[629]. Optimization of Hierarchical Regression Model with Application to Optimizing Multi-Response Regression K-ary Trees.

作者: Pooya Tavallali,Peyman Tavallali,Mukesh Singhal,

論文連結: https://doi.org/10.1609/aaai.v33i01.33015133

[630]. Holographic Factorization Machines for Recommendation.

作者: Yi Tay,Shuai Zhang,Anh Tuan Luu,Siu Cheung Hui,Lina Yao,Tran Dang Quang Vinh,

論文連結: https://doi.org/10.1609/aaai.v33i01.33015143

[631]. Clipped Matrix Completion: A Remedy for Ceiling Effects.

作者: Takeshi Teshima,Miao Xu,Issei Sato,Masashi Sugiyama,

論文連結: https://doi.org/10.1609/aaai.v33i01.33015151

[632]. A Non-Convex Optimization Approach to Correlation Clustering.

作者: Erik Thiel,Morteza Haghir Chehreghani,Devdatt P. Dubhashi,

論文連結: https://doi.org/10.1609/aaai.v33i01.33015159

[633]. Learning Competitive and Discriminative Reconstructions for Anomaly Detection.

作者: Kai Tian,Shuigeng Zhou,Jianping Fan,Jihong Guan,

論文連結: https://doi.org/10.1609/aaai.v33i01.33015167

[634]. Natural Option Critic.

作者: Saket Tiwari,Philip S. Thomas,

論文連結: https://doi.org/10.1609/aaai.v33i01.33015175

[635]. Learning Triggers for Heterogeneous Treatment Effects.

作者: Christopher Tran,Elena Zheleva,

論文連結: https://doi.org/10.1609/aaai.v33i01.33015183

[636]. Improving GAN with Neighbors Embedding and Gradient Matching.

作者: Ngoc-Trung Tran,Tuan-Anh Bui,Ngai-Man Cheung,

論文連結: https://doi.org/10.1609/aaai.v33i01.33015191

[637]. Predicting Urban Dispersal Events: A Two-Stage Framework through Deep Survival Analysis on Mobility Data.

作者: Amin Vahedian,Xun Zhou,Ling Tong,W. Nick Street,Yanhua Li,

論文連結: https://doi.org/10.1609/aaai.v33i01.33015199

[638]. Automatic Bayesian Density Analysis.

作者: Antonio Vergari,Alejandro Molina,Robert Peharz,Zoubin Ghahramani,Kristian Kersting,Isabel Valera,

論文連結: https://doi.org/10.1609/aaai.v33i01.33015207

[639]. Robust Anomaly Detection in Videos Using Multilevel Representations.

作者: Hung Vu,Tu Dinh Nguyen,Trung Le,Wei Luo,Dinh Q. Phung,

論文連結: https://doi.org/10.1609/aaai.v33i01.33015216

[640]. CAMO: A Collaborative Ranking Method for Content Based Recommendation.

作者: Chengwei Wang,Tengfei Zhou,Chen Chen,Tianlei Hu,Gang Chen,

論文連結: https://doi.org/10.1609/aaai.v33i01.33015224

[641]. Video Inpainting by Jointly Learning Temporal Structure and Spatial Details.

作者: Chuan Wang,Haibin Huang,Xiaoguang Han,Jue Wang,

論文連結: https://doi.org/10.1609/aaai.v33i01.33015232

[642]. Bounding Uncertainty for Active Batch Selection.

作者: Hanmo Wang,Runwu Zhou,Yi-Dong Shen,

論文連結: https://doi.org/10.1609/aaai.v33i01.33015240

[643]. Adversarial Binary Collaborative Filtering for Implicit Feedback.

作者: Haoyu Wang,Nan Shao,Defu Lian,

論文連結: https://doi.org/10.1609/aaai.v33i01.33015248

[644]. Theoretical Analysis of Label Distribution Learning.

作者: Jing Wang,Xin Geng,

論文連結: https://doi.org/10.1609/aaai.v33i01.33015256

[645]. Orderly Subspace Clustering.

作者: Jing Wang,Atsushi Suzuki,Linchuan Xu,Feng Tian,Liang Yang,Kenji Yamanishi,

論文連結: https://doi.org/10.1609/aaai.v33i01.33015264

[646]. SVM-Based Deep Stacking Networks.

作者: Jingyuan Wang,Kai Feng,Junjie Wu,

論文連結: https://doi.org/10.1609/aaai.v33i01.33015273

[647]. An Efficient Approach to Informative Feature Extraction from Multimodal Data.

作者: Lichen Wang,Jiaxiang Wu,Shao-Lun Huang,Lizhong Zheng,Xiangxiang Xu,Lin Zhang,Junzhou Huang,

論文連結: https://doi.org/10.1609/aaai.v33i01.33015281

[648]. Scalable Distributed DL Training: Batching Communication and Computation.

作者: Shaoqi Wang,Aidi Pi,Xiaobo Zhou,

論文連結: https://doi.org/10.1609/aaai.v33i01.33015289

[649]. HyperAdam: A Learnable Task-Adaptive Adam for Network Training.

作者: Shipeng Wang,Jian Sun,Zongben Xu,

論文連結: https://doi.org/10.1609/aaai.v33i01.33015297

[650]. A Sharper Generalization Bound for Divide-and-Conquer Ridge Regression.

作者: Shusen Wang,

論文連結: https://doi.org/10.1609/aaai.v33i01.33015305

[651]. Robustness Can Be Cheap: A Highly Efficient Approach to Discover Outliers under High Outlier Ratios.

作者: Siqi Wang,En Zhu,Xiping Hu,Xinwang Liu,Qiang Liu,Jianping Yin,Fei Wang,

論文連結: https://doi.org/10.1609/aaai.v33i01.33015313

[652]. SCNN: A General Distribution Based Statistical Convolutional Neural Network with Application to Video Object Detection.

作者: Tianchen Wang,Jinjun Xiong,Xiaowei Xu,Yiyu Shi,

論文連結: https://doi.org/10.1609/aaai.v33i01.33015321

[653]. Explainable Reasoning over Knowledge Graphs for Recommendation.

作者: Xiang Wang,Dingxian Wang,Canran Xu,Xiangnan He,Yixin Cao,Tat-Seng Chua,

論文連結: https://doi.org/10.1609/aaai.v33i01.33015329

[654]. Hyperbolic Heterogeneous Information Network Embedding.

作者: Xiao Wang,Yiding Zhang,Chuan Shi,

論文連結: https://doi.org/10.1609/aaai.v33i01.33015337

[655]. Transferable Attention for Domain Adaptation.

作者: Ximei Wang,Liang Li,Weirui Ye,Mingsheng Long,Jianmin Wang,

論文連結: https://doi.org/10.1609/aaai.v33i01.33015345

[656]. Multiple Independent Subspace Clusterings.

作者: Xing Wang,Jun Wang,Carlotta Domeniconi,Guoxian Yu,Guoqiang Xiao,Maozu Guo,

論文連結: https://doi.org/10.1609/aaai.v33i01.33015353

[657]. Deep Metric Learning by Online Soft Mining and Class-Aware Attention.

作者: Xinshao Wang,Yang Hua,Elyor Kodirov,Guosheng Hu,Neil Martin Robertson,

論文連結: https://doi.org/10.1609/aaai.v33i01.33015361

[658]. Universal Approximation Property and Equivalence of Stochastic Computing-Based Neural Networks and Binary Neural Networks.

作者: Yanzhi Wang,Zheng Zhan,Liang Zhao,Jian Tang,Siyue Wang,Jiayu Li,Bo Yuan,Wujie Wen,Xue Lin,

論文連結: https://doi.org/10.1609/aaai.v33i01.33015369

[659]. Non-Autoregressive Machine Translation with Auxiliary Regularization.

作者: Yiren Wang,Fei Tian,Di He,Tao Qin,ChengXiang Zhai,Tie-Yan Liu,

論文連結: https://doi.org/10.1609/aaai.v33i01.33015377

[660]. Learning Compact Model for Large-Scale Multi-Label Data.

作者: Tong Wei,Yu-Feng Li,

論文連結: https://doi.org/10.1609/aaai.v33i01.33015385

[661]. Unified Embedding Alignment with Missing Views Inferring for Incomplete Multi-View Clustering.

作者: Jie Wen,Zheng Zhang,Yong Xu,Bob Zhang,Lunke Fei,Hong Liu,

論文連結: https://doi.org/10.1609/aaai.v33i01.33015393

[662]. Exploiting Local Feature Patterns for Unsupervised Domain Adaptation.

作者: Jun Wen,Risheng Liu,Nenggan Zheng,Qian Zheng,Zhefeng Gong,Junsong Yuan,

論文連結: https://doi.org/10.1609/aaai.v33i01.33015401

[663]. RobustSTL: A Robust Seasonal-Trend Decomposition Algorithm for Long Time Series.

作者: Qingsong Wen,Jingkun Gao,Xiaomin Song,Liang Sun,Huan Xu,Shenghuo Zhu,

論文連結: https://doi.org/10.1609/aaai.v33i01.33015409

[664]. Efficient Gaussian Process Classification Using Pólya-Gamma Data Augmentation.

作者: Florian Wenzel,Théo Galy-Fajou,Christian Donner,Marius Kloft,Manfred Opper,

論文連結: https://doi.org/10.1609/aaai.v33i01.33015417

[665]. How Does Knowledge of the AUC Constrain the Set of Possible Ground-Truth Labelings?

作者: Jacob Whitehill,

論文連結: https://doi.org/10.1609/aaai.v33i01.33015425

[666]. Uncovering Specific-Shape Graph Anomalies in Attributed Graphs.

作者: Nannan Wu,Wenjun Wang,Feng Chen,Jianxin Li,Bo Li,Jinpeng Huai,

論文連結: https://doi.org/10.1609/aaai.v33i01.33015433

[667]. Point Cloud Processing via Recurrent Set Encoding.

作者: Pengxiang Wu,Chao Chen,Jingru Yi,Dimitris N. Metaxas,

論文連結: https://doi.org/10.1609/aaai.v33i01.33015441

[668]. Improving Domain-Specific Classification by Collaborative Learning with Adaptation Networks.

作者: Si Wu,Jian Zhong,Wenming Cao,Rui Li,Zhiwen Yu,Hau-San Wong,

論文連結: https://doi.org/10.1609/aaai.v33i01.33015450

[669]. Modelling of Bi-Directional Spatio-Temporal Dependence and Users' Dynamic Preferences for Missing POI Check-In Identification.

作者: Dongbo Xi,Fuzhen Zhuang,Yanchi Liu,Jingjing Gu,Hui Xiong,Qing He,

論文連結: https://doi.org/10.1609/aaai.v33i01.33015458

[670]. Tied Transformers: Neural Machine Translation with Shared Encoder and Decoder.

作者: Yingce Xia,Tianyu He,Xu Tan,Fei Tian,Di He,Tao Qin,

論文連結: https://doi.org/10.1609/aaai.v33i01.33015466