Proceedings of the AAAI Conference on Artificial Intelligence 2021: all accepted papers
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- PANTHER: Pathway Augmented Nonnegative Tensor Factorization for HighER-order Feature Learning ↗Yuan Luo, Chengsheng Mao7 citations
- PHASE: PHysically-grounded Abstract Social Events for Machine Social Perception ↗Aviv Netanyahu, Tianmin Shu, Boris Katz et al.7 citations
- Proportional Representation under Single-Crossing Preferences Revisited ↗Andrei Constantinescu, Edith Elkind7 citations
- Provably Good Solutions to the Knapsack Problem via Neural Networks of Bounded Size ↗Christoph Hertrich, Martin Skutella7 citations
- REM-Net: Recursive Erasure Memory Network for Commonsense Evidence Refinement ↗Yinya Huang, Meng Fang, Xunlin Zhan et al.7 citations
- Random Projection with Filtering for Nearly Duplicate Search ↗Yue Lin, Rong Jin, Deng Cai et al.7 citations
- Residual Shuffle-Exchange Networks for Fast Processing of Long Sequences ↗Andis Draguns, Emīls Ozoliņš, Agris Šostaks et al.7 citations
- Revisiting Consistent Hashing with Bounded Loads ↗John Chen, Benjamin Coleman, Anshumali Shrivastava7 citations
- Rule Ensemble Learning Using Hierarchical Kernels in Structured Output Spaces ↗Naveen Nair, Amrita Saha, Ganesh Ramakrishnan et al.7 citations
- STL-SGD: Speeding Up Local SGD with Stagewise Communication Period ↗Shuheng Shen, Yifei Cheng, Jingchang Liu et al.7 citations
- SWIFT: Scalable Wasserstein Factorization for Sparse Nonnegative Tensors ↗Ardavan Afshar, Kejing Yin, Sherry Y. Yan et al.7 citations
- Self-Progressing Robust Training ↗Minhao Cheng, Pin‐Yu Chen, Sijia Liu et al.7 citations
- Semantics Altering Modifications for Evaluating Comprehension in Machine Reading ↗Viktor Schlegel, Goran Nenadić, Riza Batista-Navarro7 citations
- Solving Common-Payoff Games with Approximate Policy Iteration ↗Samuel Sokota, Edward Lockhart, Finbarr Timbers et al.7 citations
- Spectral Distribution Aware Image Generation ↗Steffen Jung, Margret Keuper7 citations
- Stabilizing Q Learning Via Soft Mellowmax Operator ↗Yaozhong Gan, Zhe Zhang, Xiaoyang Tan7 citations
- Sublinear Classical and Quantum Algorithms for General Matrix Games ↗Tongyang Li, Chunhao Wang, Shouvanik Chakrabarti et al.7 citations
- Successor Feature Sets: Generalizing Successor Representations Across Policies ↗Kianté Brantley, Soroush Mehri, Geoff J. Gordon7 citations
- Symmetric Rendezvous in Planar Environments With and Without Obstacles ↗Deniz Özsoyeller, Volkan Isler, Andrew Beveridge7 citations
- THOR, Trace-based Hardware-driven Layer-Oriented Natural Gradient Descent Computation ↗Mengyun Chen, Kaixin Gao, Xiaolei Liu et al.7 citations
- Threats and Trade-Offs in Resource Critical Crowdsourcing Tasks Over Networks ↗Swaprava Nath, Pankaj S Dayama, Dinesh Kumar Garg et al.7 citations
- Tracking Disease Outbreaks from Sparse Data with Bayesian Inference ↗Bryan Wilder, Michael Joseph Mina, Milind Tambe7 citations
- Translate the Facial Regions You Like Using Self-Adaptive Region Translation ↗Wenshuang Liu, Linlin Shen, Zhanjia Yang et al.7 citations
- United for Change: Deliberative Coalition Formation to Change the Status Quo ↗Edith Elkind, Davide Grossi, Ehud Y. Shapiro et al.7 citations
- Unsupervised Causal Knowledge Extraction from Text using Natural Language Inference (Student Abstract) ↗Manik Bhandari, Mark D. Feblowitz, Oktie Hassanzadeh et al.7 citations
- Variational Fair Clustering ↗Imtiaz Masud Ziko, Jing Yuan, Éric Granger et al.7 citations
- A General Class of Transfer Learning Regression without Implementation Cost ↗Shunya Minami, Song Liu, Stephen Wu et al.6 citations
- A General Setting for Gradual Semantics Dealing with Similarity ↗Leila Amgoud A, Víctor David6 citations
- A Hierarchical Approach to Multi-Event Survival Analysis ↗Donna Tjandra, Yifei He, Jenna Wiens6 citations
- A SAT-based Resolution of Lam's Problem ↗Curtis Bright, Kevin K. H. Cheung, Brett Stevens et al.6 citations
- A Spatial Regulated Patch-Wise Approach for Cervical Dysplasia Diagnosis ↗Ying Zhang, Yifang Yin, Zhenguang Liu et al.6 citations
- Achieving Proportionality up to the Maximin Item with Indivisible Goods ↗Artem Baklanov, Pranav Garimidi, Vasilis Gkatzelis et al.6 citations
- Ada-Segment: Automated Multi-loss Adaptation for Panoptic Segmentation ↗Gengwei Zhang, Yiming Gao, Hang Xu et al.6 citations
- Adversarial Language Games for Advanced Natural Language Intelligence ↗Yuan Yao, Haoxi Zhong, Zhengyan Zhang et al.6 citations
- Adversarial Training Reduces Information and Improves Transferability ↗Matteo Terzi, Alessandro Achille, Marco Maggipinto et al.6 citations
- Affect-Aware Machine Learning Models for Deception Detection ↗Leena Mathur6 citations
- Agent-Human Coordination with Communication Costs Under Uncertainty ↗Asaf Frieder, Raz Lin, Sarit Kraus6 citations
- Analogy Training Multilingual Encoders ↗Nicolas Garneau, Mareike Hartmann, Anders Sandholm et al.6 citations
- Anomaly Attribution with Likelihood Compensation ↗Tsuyoshi Idé, Amit Dhurandhar, Jiří Navrátil et al.6 citations
- Bayesian Dynamic Mode Decomposition with Variational Matrix Factorization ↗Takahiro Kawashima, Hayaru Shouno, Hideitsu Hino6 citations
- Cascade Network with Guided Loss and Hybrid Attention for Finding Good Correspondences ↗Zhi Chen, Fan Yang, Wenbing Tao6 citations
- Concept-Based Approach to Word-Sense Disambiguation ↗Ariel Raviv, Shaul Markovitch6 citations
- Context-aware Attentional Pooling (CAP) for Fine-grained Visual Classification ↗Ardhendu Behera, Zachary Wharton, Pradeep Hewage et al.6 citations
- Counting Maximal Satisfiable Subsets ↗Jaroslav Bendík, Kuldeep S. Meel6 citations
- Deep Probabilistic Canonical Correlation Analysis ↗Mahdi Karami, Dale Schuurmans6 citations
- ESCAPED: Efficient Secure and Private Dot Product Framework for Kernel-based Machine Learning Algorithms with Applications in Healthcare ↗Ali Burak Ünal, Mete Akgün, Nico Pfeifer6 citations
- Evolution Strategies for Approximate Solution of Bayesian Games ↗Zun Li, Michael P. Wellman6 citations
- Exploiting Unlabeled Data via Partial Label Assignment for Multi-Class Semi-Supervised Learning ↗Zhen-Ru Zhang, Qianwen Zhang, Yunbo Cao et al.6 citations
- Exploration via State influence Modeling ↗Yongxin Kang, Enmin Zhao, Kai Li et al.6 citations
- FLP Semantics Without Circular Justifications for General Logic Programs ↗Yi-Dong Shen, Kewen Wang6 citations
- Fair and Efficient Online Allocations with Normalized Valuations ↗Vasilis Gkatzelis, Alexandros Psomas, Xizhi Tan6 citations
- Faster Game Solving via Predictive Blackwell Approachability: Connecting Regret Matching and Mirror Descent ↗Gabriele Farina, Christian Kroer, Tüomas Sandholm6 citations
- Frivolous Units: Wider Networks Are Not Really That Wide ↗Stephen Casper, Xavier Boix, Vanessa D’Amario et al.6 citations
- High Dimensional Level Set Estimation with Bayesian Neural Network ↗Huong Ha, Sunil Gupta, Santu Rana et al.6 citations
- How Human Centered AI Will Contribute Towards Intelligent Gaming Systems ↗Yilei Zeng6 citations
- Hybrid-order Stochastic Block Model ↗Xingdong Wu, Chang‐Dong Wang, Pengfei Jiao6 citations
- Identification of Abnormal States in Videos of Ants Undergoing Social Phase Change ↗Taeyeong Choi, Benjamin C. Pyenson, Jüergen Liebig et al.6 citations
- Implicit Kernel Attention ↗Kyungwoo Song, Yohan Jung, Dong‐Jun Kim et al.6 citations
- Improving Label Noise Robustness with Data Augmentation and Semi-Supervised Learning (Student Abstract) ↗Kento Nishi, Yi Ding, Alex Rich et al.6 citations
- Inference Fusion with Associative Semantics for Unseen Object Detection ↗Yanan Li, Pengyang Li, Han Feng Cui et al.6 citations
- Informed Initial Policies for Learning in Dec-POMDPs ↗Landon Kraemer, Bikramjit Banerjee6 citations
- K-N-MOMDPs: Towards Interpretable Solutions for Adaptive Management ↗Jonathan Ferrer‐Mestres, Thomas G. Dietterich, Olivier Buffet et al.6 citations
- Knowledge-Base Degrees of Inconsistency: Complexity and Counting ↗Johannes K. Fichte, Markus Hecher, Arne Meier6 citations
- LCollision: Fast Generation of Collision-Free Human Poses using Learned Non-Penetration Constraints ↗Qingyang Tan, Zherong Pan, Dinesh Manocha6 citations
- Lessons Learned From a Rational Reconstruction of Minstrel ↗Brandon Tearse, Peter A. Mawhorter, Michael Mateas et al.6 citations
- Lipschitz Lifelong Reinforcement Learning ↗Erwan Lecarpentier, David Lynn Abel, Kavosh Asadi et al.6 citations
- Living Without Beth and Craig: Definitions and Interpolants in Description Logics with Nominals and Role Inclusions ↗Alessandro Artale, Jean Christoph Jung, Andrea Mazzullo et al.6 citations
- Maintenance of Social Commitments in Multiagent Systems ↗Pankaj R. Telang, Munindar P. Singh, Neil Yorke‐Smith6 citations
- Many-to-One Distribution Learning and K-Nearest Neighbor Smoothing for Thoracic Disease Identification ↗Yi Zhou, Lei Huang, Tianfei Zhou et al.6 citations
- Modeling High-order Interactions across Multi-interests for Micro-video Reommendation (Student Abstract) ↗Dong Yao, Shengyu Zhang, Zhou Li Zhao et al.6 citations
- Multi-Layer Networks for Ensemble Precipitation Forecasts Postprocessing ↗Fengyang Xu, Guanbin Li, Yunfei Du et al.6 citations
- Neural Sentence Simplification with Semantic Dependency Information ↗Zhe Lin, Xiaojun Wan6 citations
- New Length Dependent Algorithm for Maximum Satisfiability Problem ↗Vasily Alferov, Ivan Bliznets6 citations
- On Estimating Recommendation Evaluation Metrics under Sampling ↗Ruoming Jin, Dong Li, Benjamin Mudrak et al.6 citations
- On the Approximation of Nash Equilibria in Sparse Win-Lose Multi-player Games ↗Zhengyang Liu, Jiawei Li, Xiaotie Deng6 citations
- On the Complexity of Sum-of-Products Problems over Semirings ↗Thomas Eiter, Rafael Kiesel6 citations
- On-line Learning of Planning Domains from Sensor Data in PAL: Scaling up to Large State Spaces ↗Leonardo Lamanna, Alfonso Gerevini, Alessandro Saetti et al.6 citations
- Online Posted Pricing with Unknown Time-Discounted Valuations ↗Giulia Romano, Gianluca Tartaglia, Alberto Marchesi et al.6 citations
- Ontology-Enriched Query Answering on Relational Databases ↗Shqiponja Ahmetaj, Vasilis Efthymiou, Ronald Fagin et al.6 citations
- Optimal Kidney Exchange with Immunosuppressants ↗Haris Aziz, Ágnes Cseh, John P. Dickerson et al.6 citations
- Pareto Optimization for Subset Selection with Dynamic Partition Matroid Constraints ↗Anh Viet Do, Frank Neumann6 citations
- Partial-Label and Structure-constrained Deep Coupled Factorization Network ↗Yan Zhang, Zhao Zhang, Yang Wang et al.6 citations
- Physarum Powered Differentiable Linear Programming Layers and Applications ↗Zihang Meng, Sathya N. Ravi, Vikas Singh6 citations
- Predicting Mining Industry Accidents with a Multitask Learning Approach ↗Rodolfo Palma, Luis Martí, Nayat Sánchez-Pi6 citations
- Preferred Explanations for Ontology-Mediated Queries under Existential Rules ↗İsmail İlkan Ceylan, Thomas Lukasiewicz, Enrico Malizia et al.6 citations
- Probabilistic Models for Common Spatial Patterns: Parameter-Expanded EM and Variational Bayes ↗Hyohyeong Kang, Seungjin Choi6 citations
- Proxy Graph Matching with Proximal Matching Networks ↗Haoru Tan, Chuang Wang, Sitong Wu et al.6 citations
- RADAR-X: An Interactive Interface Pairing Contrastive Explanations with Revised Plan Suggestions ↗Valmeekam Karthik, Sarath Sreedharan, Sailik Sengupta et al.6 citations
- Relaxed Clustered Hawkes Process for Student Procrastination Modeling in MOOCs ↗Mengfan Yao, Siqian Zhao, Shaghayegh Sahebi et al.6 citations
- Responsibility Attribution in Parameterized Markovian Models ↗Christel Baier A, Florian Funke, Rupak Majumdar6 citations
- Robust Bandit Learning with Imperfect Context ↗Jianyi Yang, Shaolei Ren6 citations
- Scarce Societal Resource Allocation and the Price of (Local) Justice ↗Quan Nguyen, Sanmay Das, Roman Garnett6 citations
- Self-supervised Bilingual Syntactic Alignment for Neural Machine Translation ↗Tianfu Zhang, Heyan Huang, Chong Feng et al.6 citations
- Semi-Supervised Learning for Multi-Task Scene Understanding by Neural Graph Consensus ↗Marius Leordeanu, Mihai Pîrvu, Dragoş Costea et al.6 citations
- Semi-Supervised Metric Learning: A Deep Resurrection ↗Ujjal Kr Dutta, Mehrtash Tafazzoli Harandi, C Chandra Shekhar6 citations
- Sequential Attacks on Kalman Filter-based Forward Collision Warning Systems ↗Yuzhe Ma, Jon Sharp, Ruizhe Wang et al.6 citations
- Sequential Generative Exploration Model for Partially Observable Reinforcement Learning ↗Haiyan Yin, Jianda Chen, Sinno Jialin Pan et al.6 citations
- Solving Infinite-Domain CSPs Using the Patchwork Property ↗Konrad K. Dabrowski, Peter Jönsson, Sebastian Ordyniak et al.6 citations
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