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# Proceedings of the AAAI Conference on Artificial Intelligence 2021: all accepted papers

2,330 papers · page 22 of 24 · the most cited first · [← Proceedings of the AAAI Conference on Artificial Intelligence 2021](https://md.research.elamur.ai/free/en/venues/proceedings-of-the-aaai-conference-on-artificial-intelligence/2021/)

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2101. **[Interpretable Sequence Classification via Discrete Optimization ↗](https://doi.org/10.1609/aaai.v35i11.17161)**Maayan Shvo, Andrew C. Li, Rodrigo Toro Icarte et al.*1 citation*
2102. **[Isolation Graph Kernel ↗](https://doi.org/10.1609/aaai.v35i12.17255)**Bi-Cun Xu, Kai Ming Ting, Yuan Jiang*1 citation*
2103. **[Kernel-convoluted Deep Neural Networks with Data Augmentation ↗](https://doi.org/10.1609/aaai.v35i9.16993)**Minjin Kim, Young-Geun Kim, Dong Ha Kim et al.*1 citation*
2104. **[Knowledge-aware Dialogue Generation with Hybrid Attention (Student Abstract) ↗](https://doi.org/10.1609/aaai.v35i18.17972)**Yaru Zhao, Bo Hao Cheng, Yingying Zhang*1 citation*
2105. **[Large-Scale Mapping and Navigation in VirtualWorlds: Thesis Summary ↗](https://doi.org/10.1609/aaai.v26i1.8188)**Katrina Samperi*1 citation*
2106. **[Learning Adjustment Sets from Observational and Limited Experimental Data ↗](https://doi.org/10.1609/aaai.v35i11.17194)**Sofia Triantafillou, Gregory F. Cooper*1 citation*
2107. **[Learning Complex 3D Human Self-Contact ↗](https://doi.org/10.1609/aaai.v35i2.16223)**Mihai Fieraru, Mihai Zanfir, Elisabeta Oneaţă et al.*1 citation*
2108. **[Learning Interpretable Models for Coupled Networks Under Domain Constraints ↗](https://doi.org/10.1609/aaai.v35i12.17282)**Hongyuan You, Sikun Lin, Ambuj K. Singh*1 citation*
2109. **[Learning Intuitive Physics with Multimodal Generative Models ↗](https://doi.org/10.1609/aaai.v35i7.16761)**Sahand Rezaei-Shoshtari, François Robert Hogan, Michael R. M. Jenkin et al.*1 citation*
2110. **[Learning Names for RFID-Tagged Objects in Activity Videos ↗](https://doi.org/10.1609/aaai.v26i1.8425)**Ian Perera, James F. Allen*1 citation*
2111. **[Learning to Enhance Visual Quality via Hyperspectral Domain Mapping (Student Abstract) ↗](https://doi.org/10.1609/aaai.v35i18.17944)**Harsh Sinha, Aditya Mehta, Murari Mandal et al.*1 citation*
2112. **[Learning to Reweight with Deep Interactions ↗](https://doi.org/10.1609/aaai.v35i8.16906)**Fan Yang, Yingce Xia, Lijun Wu et al.*1 citation*
2113. **[Learning with Group Noise ↗](https://doi.org/10.1609/aaai.v35i11.17222)**Qizhou Wang, Jiangchao Yao, Chen Gong et al.*1 citation*
2114. **[MMIM: An Interpretable Regularization Method for Neural Networks (Student Abstract) ↗](https://doi.org/10.1609/aaai.v35i18.17963)**Nan Xie, Yuexian Hou*1 citation*
2115. **[Margin of Victory in Tournaments: Structural and Experimental Results ↗](https://doi.org/10.1609/aaai.v35i6.16660)**Markus Brill, Ulrike Schmidt-Kraepelin, Warut Suksompong*1 citation*
2116. **[Memory and Computation-Efficient Kernel SVM via Binary Embedding and Ternary Model Coefficients ↗](https://doi.org/10.1609/aaai.v35i9.17011)**Zijian Lei, Liang Lan*1 citation*
2117. **[Modeling Deep Learning Based Privacy Attacks on Physical Mail ↗](https://doi.org/10.1609/aaai.v35i2.16251)**Bingyao Huang, Ruyi Lian, Dimitris Samaras et al.*1 citation*
2118. **[Modeling Voters in Multi-Winner Approval Voting ↗](https://doi.org/10.1609/aaai.v35i6.16716)**Jaelle Scheuerman, Jason L. Harman, Nicholas Mattei et al.*1 citation*
2119. **[Modeling the Evolution of Knowledge in Learning Systems ↗](https://doi.org/10.1609/aaai.v26i1.8200)**Abhishek B. Sharma, Kenneth D. Forbus*1 citation*
2120. **[Motion-blurred Video Interpolation and Extrapolation ↗](https://doi.org/10.1609/aaai.v35i2.16173)**Dawit Mureja Argaw, Junsik Kim, François Rameau et al.*1 citation*
2121. **[Multi-modal User Intent Classification Under the Scenario of Smart Factory (Student Abstract) ↗](https://doi.org/10.1609/aaai.v35i18.17882)**Yu-Ching Chiu, Bo-Hao Chang, Tzu-Yu Chen et al.*1 citation*
2122. **[NEAP-F: Network Epoch Accuracy Prediction Framework (Student Abstract) ↗](https://doi.org/10.1609/aaai.v35i18.17880)**Arushi Chauhan, Mayank Vatsa A, Richa Singh*1 citation*
2123. **[Necessarily Optimal One-Sided Matchings ↗](https://doi.org/10.1609/aaai.v35i6.16690)**Hadi Hosseini, Vijay Menon, Nisarg Shah et al.*1 citation*
2124. **[On Lipschitz Regularization of Convolutional Layers using Toeplitz Matrix Theory ↗](https://doi.org/10.1609/aaai.v35i8.16824)**Alexandre Araujo, Benjamin Négrevergne, Yann Chevaleyre et al.*1 citation*
2125. **[On the Optimal Efficiency of A* with Dominance Pruning ↗](https://doi.org/10.1609/aaai.v35i13.17426)**Álvaro Torralba*1 citation*
2126. **[Opponent Hand Estimation in Gin Rummy Using Deep Neural Networks and Heuristic Strategies ↗](https://doi.org/10.1609/aaai.v35i17.17838)**Bhaskar Mishra, Ashish Aggarwal*1 citation*
2127. **[Opponent Hand Estimation in the Game of Gin Rummy ↗](https://doi.org/10.1609/aaai.v35i17.17824)**Peter E. Francis, Hoang A. Just, Todd William Neller*1 citation*
2128. **[Over-MAP: Structural Attention Mechanism and Automated Semantic Segmentation Ensembled for Uncertainty Prediction ↗](https://doi.org/10.1609/aaai.v35i17.17798)**Charles A. Kantor, Léonard Boussioux, Brice Rauby et al.*1 citation*
2129. **[Parameterized Complexity of Logic-Based Argumentation in Schaefer's Framework ↗](https://doi.org/10.1609/aaai.v35i7.16797)**Yasir Mahmood, Arne Meier, Johannes Schmidt*1 citation*
2130. **[Passive learning of Timed Automata from logs (Student Abstract) ↗](https://doi.org/10.1609/aaai.v35i18.17883)**Lénaïg Cornanguer*1 citation*
2131. **[Perception Beyond Sensors Under Uncertainty ↗](https://doi.org/10.1609/aaai.v35i18.17855)**Masha Itkina*1 citation*
2132. **[Planning Under Time Pressure ↗](https://doi.org/10.1609/aaai.v26i1.8192)**Ethan Burns*1 citation*
2133. **[Playing to Program: Towards an Intelligent Programming Tutor for RUR-PLE ↗](https://doi.org/10.1609/aaai.v25i3.18842)**Marie Ellen Desjardins, Amy Ciavolino, Robert Deloatch et al.*1 citation*
2134. **[Precision-based Boosting ↗](https://doi.org/10.1609/aaai.v35i10.17105)**Mohammad Hossein Nikravan, Marjan Movahedan, Sandra Zilles*1 citation*
2135. **[Preserving Condorcet Winners under Strategic Manipulation ↗](https://doi.org/10.1609/aaai.v35i6.16657)**Sirin Botan, Ulle Endriss*1 citation*
2136. **[Preventing Overfitting via Sample Reweighting for Recommender System Incremental Update (Student Abstract) ↗](https://doi.org/10.1609/aaai.v35i18.17928)**Danni Peng, Xiaobo Sharon Hu, Anxiang Zeng et al.*1 citation*
2137. **[Quantum Binary Classification (Student Abstract) ↗](https://doi.org/10.1609/aaai.v35i18.17941)**CARLA VANESSA DA SILVA, Ana Aguiar, Inês Dutra*1 citation*
2138. **[RL Generalization in a Theory of Mind Game Through a Sleep Metaphor (Student Abstract) ↗](https://doi.org/10.1609/aaai.v35i18.17917)**Tyler Malloy, Tim Klinger, Miao Liu et al.*1 citation*
2139. **[Random Forests for Opponent Hand Estimation in Gin Rummy ↗](https://doi.org/10.1609/aaai.v35i17.17830)**Anthony Hein, May Jiang, Vydhourie Thiyageswaran et al.*1 citation*
2140. **[Reinforcement Based Learning on Classification Task Yields Better Generalization and Adversarial Accuracy (Student Abstract) ↗](https://doi.org/10.1609/aaai.v35i18.17893)**Shashi Kant Gupta*1 citation*
2141. **[Reinforcement Learning-based Product Delivery Frequency Control ↗](https://doi.org/10.1609/aaai.v35i17.17803)**Liu Yang, Zhengxing Chen, Kittipat Virochsiri et al.*1 citation*
2142. **[Relational Boosted Bandits ↗](https://doi.org/10.1609/aaai.v35i13.17439)**Ashutosh Kakadiya, Sriraam Natarajan, Balaraman Ravindran*1 citation*
2143. **[Responsible Prediction Making of COVID-19 Mortality (Student Abstract) ↗](https://doi.org/10.1609/aaai.v35i18.17874)**Hubert Baniecki, Przemysław Biecek*1 citation*
2144. **[Robots that Help Humans Build Better Mental Models of Robots ↗](https://doi.org/10.1609/aaai.v35i18.17862)**Preeti Ramaraj*1 citation*
2145. **[Robust Contextual Bandits via Bootstrapping ↗](https://doi.org/10.1609/aaai.v35i13.17446)**Qiao Tang, Hong Ling Xie, Yunni Xia et al.*1 citation*
2146. **[Robust Fairness Under Covariate Shift ↗](https://doi.org/10.1609/aaai.v35i11.17135)**Ashkan Rezaei, Anqi Liu, Omid Memarrast et al.*1 citation*
2147. **[Robustness to Missing Features using Hierarchical Clustering with Split Neural Networks (Student Abstract) ↗](https://doi.org/10.1609/aaai.v35i18.17905)**Rishab Khincha, Utkarsh Sarawgi, Wazeer Deen Zulfikar et al.*1 citation*
2148. **[Role of Optimizer on Network Fine-tuning for Adversarial Robustness (Student Abstract) ↗](https://doi.org/10.1609/aaai.v35i18.17869)**Akshay Agarwal, Mayank Vatsa A, Richa Singh*1 citation*
2149. **[Scalable Graph Networks for Particle Simulations ↗](https://doi.org/10.1609/aaai.v35i10.17078)**Karolis Martinkus, Aurélien Lucchi, Nathanaël Perraudin*1 citation*
2150. **[Scene Graph Embeddings Using Relative Similarity Supervision ↗](https://doi.org/10.1609/aaai.v35i3.16333)**Paridhi Maheshwari, Ritwick Chaudhry, Vishwa Vinay*1 citation*
2151. **[Semi-Supervised Learning with Variational Bayesian Inference and Maximum Uncertainty Regularization ↗](https://doi.org/10.1609/aaai.v35i8.16889)**Kien Do, Truyen Tran, Svetha Venkatesh*1 citation*
2152. **[Sequence Labeling with Non-Negative Weighted Higher Order Features ↗](https://doi.org/10.1609/aaai.v26i1.8280)**Xian Qian, Yang Liu*1 citation*
2153. **[Single Player Monte-Carlo Tree Search Based on the Plackett-Luce Model ↗](https://doi.org/10.1609/aaai.v35i14.17468)**Felix Mohr, Viktor Bengs, Eyke Hüllermeier*1 citation*
2154. **[Skills2Job: A Recommender System that Encodes Job Offer Embeddings on Graph Databases (Student Abstract) ↗](https://doi.org/10.1609/aaai.v35i18.17939)**Andrea Seveso, Anna Giabelli, Lorenzo Malandri et al.*1 citation*
2155. **[Solution Concepts in Hierarchical Games Under Bounded Rationality With Applications to Autonomous Driving ↗](https://doi.org/10.1609/aaai.v35i6.16715)**Atrisha Sarkar, Krzysztof Czarnecki*1 citation*
2156. **[Solution Diversity in Planning ↗](https://doi.org/10.1609/aaai.v26i1.8186)**Alexandra Coman*1 citation*
2157. **[Sparse Probabilistic Relational Projection ↗](https://doi.org/10.1609/aaai.v26i1.8307)**Wu-Jun Li, Dit‐Yan Yeung*1 citation*
2158. **[Stereopagnosia: Fooling Stereo Networks with Adversarial Perturbations ↗](https://doi.org/10.1609/aaai.v35i4.16394)**Alex Wong, Mukund Mundhra, Stefano Soatto*1 citation*
2159. **[Supervised Probabilistic Robust Embedding with Sparse Noise ↗](https://doi.org/10.1609/aaai.v26i1.8301)**Yu Zhang, Dit‐Yan Yeung, Eric P. Xing*1 citation*
2160. **[Symmetric Subgame Perfect Equilibria in Resource Allocation ↗](https://doi.org/10.1609/aaai.v26i1.8233)**Luděk Cigler, Boi V. Faltings*1 citation*
2161. **[TAILOR: Teaching with Active and Incremental Learning for Object Registration ↗](https://doi.org/10.1609/aaai.v35i18.18031)**Qianli Xu, Nicolas Gauthier, Wenyu Liang et al.*1 citation*
2162. **[TD-DeltaPi: A Model-Free Algorithm for Efficient Exploration ↗](https://doi.org/10.1609/aaai.v26i1.8286)**Bruno Da Silva, Andrew G. Barto*1 citation*
2163. **[Task Uncertainty Loss Reduce Negative Transfer in Asymmetric Multi-task Feature Learning (Student Abstract) ↗](https://doi.org/10.1609/aaai.v35i18.17930)**Rafael Peres da Silva, Chayaporn Suphavilai, Niranjan Nagarajan*1 citation*
2164. **[Teaching Active Human Learners ↗](https://doi.org/10.1609/aaai.v35i7.16732)**Zizhe Wang, Hailong Sun*1 citation*
2165. **[The Causal Learning of Retail Delinquency ↗](https://doi.org/10.1609/aaai.v35i1.16094)**Yiyan Huang, Cheuk Hang Leung, Yan Xing et al.*1 citation*
2166. **[The Counterfactual NESS Definition of Causation ↗](https://doi.org/10.1609/aaai.v35i7.16772)**Sander Beckers*1 citation*
2167. **[The Heads Hypothesis: A Unifying Statistical Approach Towards Understanding Multi-Headed Attention in BERT ↗](https://doi.org/10.1609/aaai.v35i15.17605)**Madhura Pande, Aakriti Budhraja, Preksha Nema et al.*1 citation*
2168. **[The Influence of Memory in Multi-Agent Consensus ↗](https://doi.org/10.1609/aaai.v35i13.17342)**David Kohan Marzagão, Luciana Basualdo Bonatto, Tiago Madeira et al.*1 citation*
2169. **[Toward Determining NFA Equivalence via QBFs (Student Abstract) ↗](https://doi.org/10.1609/aaai.v35i18.17921)**Hannah J. Miller, David E. Narváez*1 citation*
2170. **[Towards Extracting Graph Neural Network Models via Prediction Queries (Student Abstract) ↗](https://doi.org/10.1609/aaai.v35i18.17959)**Bang Ye Wu, Shirui Pan, Xingliang Yuan*1 citation*
2171. **[Towards More Practical and Efficient Automatic Dominance Breaking ↗](https://doi.org/10.1609/aaai.v35i5.16505)**Jimmy H. M. Lee, Allen Z. Zhong*1 citation*
2172. **[Transfer Learning of Engagement Recognition within Robot-Assisted Therapy for Children with Autism ↗](https://doi.org/10.1609/aaai.v35i18.17861)**Nazerke Rakhymbayeva, Anara Sandygulova*1 citation*
2173. **[TripleTree: A Versatile Interpretable Representation of Black Box Agents and their Environments ↗](https://doi.org/10.1609/aaai.v35i13.17360)**Tom Bewley, Jonathan Lawry B*1 citation*
2174. **[Unchain the Search Space with Hierarchical Differentiable Architecture Search ↗](https://doi.org/10.1609/aaai.v35i10.17048)**Guanting Liu, Yujie Zhong, Sheng Guo et al.*1 citation*
2175. **[Using AI Local Search to Improve an OR Optimizer ↗](https://doi.org/10.1609/aaai.v26i2.18964)**F. Morgado, Ricardo L. Saldanha, J. Roussado et al.*1 citation*
2176. **[Using Remote Sensing Imagery and Machine Learning to Predict Poaching in Wildlife Conservation Parks ↗](https://doi.org/10.1609/aaai.v35i18.17977)**Rachel Guo*1 citation*
2177. **[Visibility Induction for Discretized Pursuit-Evasion Games ↗](https://doi.org/10.1609/aaai.v26i1.8390)**Ahmed Abdelrazek, Hazem M. El-alfy*1 citation*
2178. **[Visual Comfort Aware-Reinforcement Learning for Depth Adjustment of Stereoscopic 3D Images ↗](https://doi.org/10.1609/aaai.v35i2.16270)**Hak Gu Kim, Minho Park, Sangmin Lee et al.*1 citation*
2179. **[When Hashing Met Matching: Efficient Spatio-Temporal Search for Ridesharing ↗](https://doi.org/10.1609/aaai.v35i1.16081)**Chinmoy Dutta*1 citation*
2180. **[WildfireNet: Predicting Wildfire Profiles (Student Abstract) ↗](https://doi.org/10.1609/aaai.v35i18.17949)**Samuel Sung, Yuping Li, Leonard Ortolano*1 citation*
2181. **[i-Parser: Interactive Parser Development Kit for Natural Language Processing ↗](https://doi.org/10.1609/aaai.v35i18.18021)**Gaku Morio, Hiroaki Ozaki, Yuta Koreeda et al.*1 citation*
2182. **[A Bayesian Approach for Subset Selection in Contextual Bandits ↗](https://doi.org/10.1609/aaai.v35i9.17019)**Jialian Li, Chao Du, Jun Zhu
2183. **[A Data-Driven Approach for Gin Rummy Hand Evaluation ↗](https://doi.org/10.1609/aaai.v35i17.17843)**Sang Truong, Todd William Neller
2184. **[A Highly-Parameterized Ensemble to Play Gin Rummy ↗](https://doi.org/10.1609/aaai.v35i17.17839)**Masayuki Nagai, Kavya Shrivastava, Kien Ta et al.
2185. **[A Market-Based Coordination Mechanism for Resource Planning Under Uncertainty ↗](https://doi.org/10.1609/aaai.v26i1.8428)**Hadi Hosseini, Jesse Hoey, Robin A Cohen
2186. **[A Method for Taxonomy-Aware Embeddings Evaluation (Student Abstract) ↗](https://doi.org/10.1609/aaai.v35i18.17926)**Navid Nobani, Lorenzo Malandri, Fabio Mercorio et al.
2187. **[A Multi-Agent Control Architecture for a Rescue Robot ↗](https://doi.org/10.1609/aaai.v26i1.8183)**Adam Haber
2188. **[A Nested Named Entity Recognition Model Based on Multi-agent Communication Mechanism (Student Abstract) ↗](https://doi.org/10.1609/aaai.v35i18.17908)**Canguang Li, Guohua Wang, Jin Cao et al.
2189. **[A Search Algorithm for Latent Variable Models with Unbounded Domains ↗](https://doi.org/10.1609/aaai.v26i1.8397)**Michael Chiang, David Poole
2190. **[A Theoretical Framework of the Graph Shift Algorithm ↗](https://doi.org/10.1609/aaai.v26i1.8410)**Xuhui Fan, Longbing Cao
2191. **[AI for Social Good: Between My Research and the Real World ↗](https://doi.org/10.1609/aaai.v35i18.17863)**Zheyuan Ryan Shi
2192. **[Abductive Metareasoning for Truth-Seeking Agents ↗](https://doi.org/10.1609/aaai.v26i1.8191)**Joshua Eckroth
2193. **[Accelerating Data Discovery with an Ontology-driven Tool for an Enterprise-scale Data Lake Environment ↗](https://doi.org/10.1609/aaai.v35i18.18024)**Satyajeet Raje, Karina Kervin, Nergal Issaie et al.
2194. **[Acquiring Domain Specific Knowledge and Coreference Cues for Coreference Resolution ↗](https://doi.org/10.1609/aaai.v26i1.8190)**Nathan Gilbert
2195. **[Algebra of Modular Systems: Containment and Equivalence ↗](https://doi.org/10.1609/aaai.v35i7.16775)**Andreǐ A. Bulatov, Eugenia Ternovska
2196. **[An Efficient Algorithm for Deep Stochastic Contextual Bandits ↗](https://doi.org/10.1609/aaai.v35i12.17335)**Tan Zhu, Guannan Liang, Chunjiang Zhu et al.
2197. **[Answering Regular Path Queries Under Approximate Semantics in Lightweight Description Logics ↗](https://doi.org/10.1609/aaai.v35i7.16787)**Oliver Fernández Gil, Anni-Yasmin Turhan
2198. **[Automatic Generation of Flexible Plans via Diverse Temporal Planning ↗](https://doi.org/10.1609/aaai.v35i7.16754)**Yotam Amitai, Ayal Taitler, Erez Karpas
2199. **[Automatic Optimal Multi-Agent Path Finding Algorithm Selector (Student Abstract) ↗](https://doi.org/10.1609/aaai.v35i18.17935)**Jingyao Ren, Vikraman Sathiyanarayanan, Eric Ewing et al.
2200. **[Bayes DistNet - A Robust Neural Network for Algorithm Runtime Distribution Predictions ↗](https://doi.org/10.1609/aaai.v35i14.17473)**Jake Tuero, Michael Buro

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