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

2,330 papers · page 21 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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2001. **[Ranking Sets of Defeasible Elements in Preferential Approaches to Structured Argumentation: Postulates, Relations, and Characterizations ↗](https://doi.org/10.1609/aaai.v35i7.16798)**Jan Maly, Johannes Peter Wallner*2 citations*
2002. **[Raven's Progressive Matrices Completion with Latent Gaussian Process Priors ↗](https://doi.org/10.1609/aaai.v35i11.17157)**Fan Shi, Bin Li, Xiangyang Xue*2 citations*
2003. **[Reducing Neural Network Parameter Initialization Into an SMT Problem (Student Abstract) ↗](https://doi.org/10.1609/aaai.v35i18.17884)**Mohamad H. Danesh*2 citations*
2004. **[Regret Bounds for Online Kernel Selection in Continuous Kernel Space ↗](https://doi.org/10.1609/aaai.v35i12.17305)**Xiao Zhang, Shizhong Liao, Jun Xu et al.*2 citations*
2005. **[Reinforcement Learning with Trajectory Feedback ↗](https://doi.org/10.1609/aaai.v35i8.16895)**Yonathan Efroni, Nadav Merlis, Shie Mannor*2 citations*
2006. **[Relational Learning to Capture the Dynamics and Sparsity of Knowledge Graphs ↗](https://doi.org/10.1609/aaai.v35i18.17859)**Mehrnoosh Mirtaheri*2 citations*
2007. **[Rotation-Invariant Gait Identification with Quaternion Convolutional Neural Networks (Student Abstract) ↗](https://doi.org/10.1609/aaai.v35i18.17899)**Bowen Jing, Vinay Prabhu, Angela Gu et al.*2 citations*
2008. **[SMT-based Safety Checking of Parameterized Multi-Agent Systems ↗](https://doi.org/10.1609/aaai.v35i7.16785)**Paolo Felli, Alessandro Gianola, Marco Montali*2 citations*
2009. **[Safe Search for Stackelberg Equilibria in Extensive-Form Games ↗](https://doi.org/10.1609/aaai.v35i6.16697)**Chun Kai Ling, Noam Brown*2 citations*
2010. **[Safety Assurance for Systems with Machine Learning Components ↗](https://doi.org/10.1609/aaai.v35i18.17864)**Chelsea Sidrane*2 citations*
2011. **[Savable but Lost Lives when ICU Is Overloaded: a Model from 733 Patients in Epicenter Wuhan, China ↗](https://doi.org/10.1609/aaai.v35i6.16612)**Tingting Dan, Yang Li, Ziwei Zhu et al.*2 citations*
2012. **[Scalable Equilibrium Computation in Multi-agent Influence Games on Networks ↗](https://doi.org/10.1609/aaai.v35i6.16666)**Fotini Christia, Michael J. Curry, Constantinos Daskalakis et al.*2 citations*
2013. **[Scaling-Up Robust Gradient Descent Techniques ↗](https://doi.org/10.1609/aaai.v35i9.16940)**Matthew J. Holland*2 citations*
2014. **[Second Order Techniques for Learning Time-series with Structural Breaks ↗](https://doi.org/10.1609/aaai.v35i10.17117)**Takayuki Osogami*2 citations*
2015. **[Shape-Pose Ambiguity in Learning 3D Reconstruction from Images ↗](https://doi.org/10.1609/aaai.v35i4.16405)**Yunjie Wu, Zhengxing Sun, Youcheng Song et al.*2 citations*
2016. **[Simultaneous 2nd Price Item Auctions with No-Underbidding ↗](https://doi.org/10.1609/aaai.v35i6.16679)**Michal Feldman, Galia Shabtai*2 citations*
2017. **[Symbolic Search for Oversubscription Planning ↗](https://doi.org/10.1609/aaai.v35i13.17422)**David Speck, Michael Katz*2 citations*
2018. **[Synchronous Dynamical Systems on Directed Acyclic Graphs: Complexity and Algorithms ↗](https://doi.org/10.1609/aaai.v35i13.17351)**Daniel J. Rosenkrantz, MADHAV V. MARATHE, S. S. Ravi et al.*2 citations*
2019. **[Teaching Localization in Probabilistic Robotics ↗](https://doi.org/10.1609/aaai.v26i3.18955)**Fred G. Martin, James M. Dalphond, Nat Tuck*2 citations*
2020. **[The Complexity of Object Association in Multiple Object Tracking ↗](https://doi.org/10.1609/aaai.v35i2.16228)**Robert Ganian, Thekla Hamm, Sebastian Ordyniak*2 citations*
2021. **[The Undergraduate Games Corpus: A Dataset for Machine Perception of Interactive Media ↗](https://doi.org/10.1609/aaai.v35i1.16071)**Barrett R. Anderson, Adam M. Smith*2 citations*
2022. **[Three Controversial Hypotheses Concerning Computation in the Primate Cortex ↗](https://doi.org/10.1609/aaai.v26i1.8339)**Thomas Dean, Greg S. Corrado, Jonathon Shlens*2 citations*
2023. **[Top-k Ranking Bayesian Optimization ↗](https://doi.org/10.1609/aaai.v35i10.17103)**Quoc Phong Nguyen, Sebastian Shenghong Tay, Bryan Kian Hsiang Low et al.*2 citations*
2024. **[Toward Robust Long Range Policy Transfer ↗](https://doi.org/10.1609/aaai.v35i11.17196)**Wei-Cheng Tseng, Jin-Siang Lin, Yao-Min Feng et al.*2 citations*
2025. **[Towards Balanced Defect Prediction with Better Information Propagation ↗](https://doi.org/10.1609/aaai.v35i1.16157)**Xianda Zheng, Yuan-Fang Li, Huan Gao et al.*2 citations*
2026. **[Towards Fair, Equitable, and Efficient Peer Review ↗](https://doi.org/10.1609/aaai.v35i18.17865)**Ivan Stelmakh*2 citations*
2027. **[Towards Faster Deep Collaborative Filtering via Hierarchical Decision Networks ↗](https://doi.org/10.1609/aaai.v35i5.16520)**Yu Chen, Sinno Jialin Pan*2 citations*
2028. **[Trembling-Hand Perfection and Correlation in Sequential Games ↗](https://doi.org/10.1609/aaai.v35i6.16700)**Alberto Marchesi, Nicola Gatti*2 citations*
2029. **[Unsupervised Opinion Summarization with Content Planning ↗](https://doi.org/10.1609/aaai.v35i14.17481)**Reinald Kim Amplayo, Stefanos Angelidis, Mirella Lapata*2 citations*
2030. **[Use of Computer Vision to Develop a Device to Assist Visually Impaired People with Social Distance. ↗](https://doi.org/10.1609/aaai.v35i18.17983)**Lucas Nadolskis*2 citations*
2031. **[Welfare Guarantees in Schelling Segregation ↗](https://doi.org/10.1609/aaai.v35i6.16661)**Martin Bullinger, Warut Suksompong, Alexandros A. Voudouris*2 citations*
2032. **[i-Algebra: Towards Interactive Interpretability of Deep Neural Networks ↗](https://doi.org/10.1609/aaai.v35i13.17390)**Xinyang Zhang, Ren Pang, Shouling Ji et al.*2 citations*
2033. **[A Blind Block Term Decomposition of High Order Tensors ↗](https://doi.org/10.1609/aaai.v35i8.16847)**Yunfeng Cai, Ping Li*1 citation*
2034. **[A Deeper Look at the Hessian Eigenspectrum of Deep Neural Networks and its Applications to Regularization ↗](https://doi.org/10.1609/aaai.v35i11.17142)**Adepu Ravi Sankar, Yash Khasbage, Rahul Vigneswaran et al.*1 citation*
2035. **[A Deterministic Neural Network Approach to Playing Gin Rummy ↗](https://doi.org/10.1609/aaai.v35i17.17840)**Việt Dũng Nguyễn, Dung Doan, Todd William Neller*1 citation*
2036. **[A Heuristic Evaluation Function for Hand Strength Estimation in Gin Rummy ↗](https://doi.org/10.1609/aaai.v35i17.17820)**Aqib Ahmed, Joshua Leppo, Michal Lesniewski et al.*1 citation*
2037. **[A Quantum-inspired Complex-valued Representation for Encoding Sentiment Information (Student Abstract) ↗](https://doi.org/10.1609/aaai.v35i18.17912)**Guangcheng Liu, Yuexian Hou, Shikai Song*1 citation*
2038. **[Adaptive Prior-Dependent Correction Enhanced Reinforcement Learning for Natural Language Generation ↗](https://doi.org/10.1609/aaai.v35i14.17504)**Wei Dong Cheng, Ziyan Luo, Qiyue Yin*1 citation*
2039. **[Adaptive Teaching of Temporal Logic Formulas to Preference-based Learners ↗](https://doi.org/10.1609/aaai.v35i6.16640)**Zhe Xu, Yuxin Chen, Ufuk Topcu*1 citation*
2040. **[Adaptive Verifiable Training Using Pairwise Class Similarity ↗](https://doi.org/10.1609/aaai.v35i11.17223)**Shiqi Wang, Kevin Eykholt, Taesung Lee et al.*1 citation*
2041. **[Aggregating Binary Judgments Ranked by Accuracy ↗](https://doi.org/10.1609/aaai.v35i6.16687)**Daniel Halpern, Gregory Kehne, Dominik Peters et al.*1 citation*
2042. **[An Attention Based Multi-view Model for Sarcasm Cause Detection (Student Abstract) ↗](https://doi.org/10.1609/aaai.v35i18.17913)**Hejing Liu, Qiudan Li, Zaichuan Tang et al.*1 citation*
2043. **[An Undergraduate Course in the Intersection of Computer Science and Economics ↗](https://doi.org/10.1609/aaai.v26i3.18951)**Vincent Conitzer*1 citation*
2044. **[Analysing the Noise Model Error for Realistic Noisy Label Data ↗](https://doi.org/10.1609/aaai.v35i9.16938)**Michael A. Hedderich, Dawei Zhu, Dietrich Klakow*1 citation*
2045. **[Analyzing Games with a Variable Number of Players ↗](https://doi.org/10.1609/aaai.v35i18.17976)**Madelyn Gatchel*1 citation*
2046. **[Anytime Inference with Distilled Hierarchical Neural Ensembles ↗](https://doi.org/10.1609/aaai.v35i11.17140)**Adrià Ruiz, Jakob Jozef Verbeek*1 citation*
2047. **[Artificial Intelligence and Machine Learning for Autonomous Agents that Learn to Plan and Operate in Unpredictable Dynamic Environments ↗](https://doi.org/10.1609/aaai.v35i18.17856)**Leonardo Lamanna*1 citation*
2048. **[Asynchronous Stochastic Gradient Descent for Extreme-Scale Recommender Systems ↗](https://doi.org/10.1609/aaai.v35i1.16108)**Lewis Y. Liu, Kun Zhao*1 citation*
2049. **[Augmented Experiment in Material Engineering Using Machine Learning ↗](https://doi.org/10.1609/aaai.v35i10.17116)**Aomar Osmani, Massinissa Hamidi, Salah Bouhouche*1 citation*
2050. **[Author Homepage Discovery in CiteSeerX ↗](https://doi.org/10.1609/aaai.v35i17.17778)**Krutarth Patel, Cornelia Caragea, Doina Caragea et al.*1 citation*
2051. **[Boosting Image-based Mutual Gaze Detection using Pseudo 3D Gaze ↗](https://doi.org/10.1609/aaai.v35i2.16215)**Bardia Doosti, Ching‐Hui Chen, Raviteja Vemulapalli et al.*1 citation*
2052. **[Characterizing Deep Gaussian Processes via Nonlinear Recurrence Systems ↗](https://doi.org/10.1609/aaai.v35i11.17191)**Anh Tong, Jaesik Choi*1 citation*
2053. **[Characterizing the Loss Landscape in Non-Negative Matrix Factorization ↗](https://doi.org/10.1609/aaai.v35i8.16836)**Johan Björck, Anmol Kabra, Kilian Q. Weinberger et al.*1 citation*
2054. **[Choosing the Initial State for Online Replanning ↗](https://doi.org/10.1609/aaai.v35i14.17461)**Maximilian Fickert, Ivan Gavran, Ivan Fedotov et al.*1 citation*
2055. **[Circles are like Ellipses, or Ellipses are like Circles? Measuring the Degree of Asymmetry of Static and Contextual Word Embeddings and the Implications to Representation Learning ↗](https://doi.org/10.1609/aaai.v35i16.17701)**Wei Zhang, Murray S. Campbell, Yang Yu et al.*1 citation*
2056. **[Combining Preference Elicitation with Local Search and Greedy Search for Matroid Optimization ↗](https://doi.org/10.1609/aaai.v35i14.17452)**Nawal Benabbou, Cassandre Leroy, Thibaut Lust et al.*1 citation*
2057. **[Compilation Complexity of Multi-Winner Voting Rules (Student Abstract) ↗](https://doi.org/10.1609/aaai.v35i18.17901)**Neel Karia, Jérôme Lang*1 citation*
2058. **[Computing Plan-Length Bounds Using Lengths of Longest Paths ↗](https://doi.org/10.1609/aaai.v35i13.17392)**Mohammad Abdulaziz, Dominik Berger*1 citation*
2059. **[Condorcet Relaxation In Spatial Voting ↗](https://doi.org/10.1609/aaai.v35i6.16681)**Arnold Filtser, Omrit Filtser*1 citation*
2060. **[Content Masked Loss: Human-Like Brush Stroke Planning in a Reinforcement Learning Painting Agent ↗](https://doi.org/10.1609/aaai.v35i1.16128)**Peter Schaldenbrand, Jean Oh*1 citation*
2061. **[Contextual Bandits with Delayed Feedback and Semi-supervised Learning (Student Abstract) ↗](https://doi.org/10.1609/aaai.v35i18.17968)**Luting Yang, Jianyi Yang, Shaolei Ren*1 citation*
2062. **[Continual General Chunking Problem and SyncMap ↗](https://doi.org/10.1609/aaai.v35i11.17201)**Danilo Vasconcellos Vargas, Toshitake Asabuki*1 citation*
2063. **[Converse, Focus and Guess - Towards Multi-Document Driven Dialogue ↗](https://doi.org/10.1609/aaai.v35i15.17579)**Han Liu, Caixia Yuan, Xiaojie Wang et al.*1 citation*
2064. **[Creating Interpretable Data-Driven Approaches for Remote Health Monitoring ↗](https://doi.org/10.1609/aaai.v35i18.17853)**Alireza Ghods*1 citation*
2065. **[Data Domain Change and Feature Selection to Predict Cardiac Pathology with a 2D Clinical Dataset and Convolutional Neural Networks (Student Abstract) ↗](https://doi.org/10.1609/aaai.v35i18.17938)**Mário Tasso Ribeiro Serra Neto, Marco Antônio Florenzano Mollinetti, Inês Dutra*1 citation*
2066. **[Deep Just-In-Time Inconsistency Detection Between Comments and Source Code ↗](https://doi.org/10.1609/aaai.v35i1.16119)**Sheena Panthaplackel, Junyi Jessy Li, Milos Gligoric et al.*1 citation*
2067. **[Deep Reinforcement Learning for a Dictionary Based Compression Schema (Student Abstract) ↗](https://doi.org/10.1609/aaai.v35i18.17925)**Keren Nivasch, Dana Shapira, Amos Azaria*1 citation*
2068. **[Delving into Variance Transmission and Normalization: Shift of Average Gradient Makes the Network Collapse ↗](https://doi.org/10.1609/aaai.v35i3.16320)**Yuxiang Liu, Jidong Ge, Chuanyi Li et al.*1 citation*
2069. **[Detection and Prediction of Nutrient Deficiency Stress using Longitudinal Aerial Imagery ↗](https://doi.org/10.1609/aaai.v35i17.17730)**Saba Dadsetan, Gisele Rose, Naira Hovakimyan et al.*1 citation*
2070. **[Dialog Policy Learning for Joint Clarification and Active Learning Queries ↗](https://doi.org/10.1609/aaai.v35i15.17604)**Aishwarya Padmakumar, Raymond J. Mooney*1 citation*
2071. **[Distributed Situation Awareness for Multi-agent Mission in Dynamic Environments: A Case Study of Multi-UAVs Wildfires Searching ↗](https://doi.org/10.1609/aaai.v35i18.17867)**Sagir Yusuf, Chris Baber*1 citation*
2072. **[Domain Generalisation with Domain Augmented Supervised Contrastive Learning (Student Abstract) ↗](https://doi.org/10.1609/aaai.v35i18.17907)**Hoang Son Le, Rini Akmeliawati, Gustavo Carneiro*1 citation*
2073. **[Dynamic Multiagent Resource Allocation: Integrating Auctions and MDPs for Real-Time Decisions ↗](https://doi.org/10.1609/aaai.v26i1.8193)**Hadi Hosseini*1 citation*
2074. **[Early Prediction of Children’s Task Completion in a Tablet Tutor using Visual Features (Student Abstract) ↗](https://doi.org/10.1609/aaai.v35i18.17877)**Bikram Boote, Mansi Agarwal, Jack Mostow*1 citation*
2075. **[Efficient Multi-Stage Conjugate Gradient for Trust Region Step ↗](https://doi.org/10.1609/aaai.v26i1.8272)**Pinghua Gong, Changshui Zhang*1 citation*
2076. **[Efficient Querying for Cooperative Probabilistic Commitments ↗](https://doi.org/10.1609/aaai.v35i13.17356)**Qi Zhang, Edmund H. Durfee, Satinder Pal Singh*1 citation*
2077. **[Efficient Truthful Scheduling and Resource Allocation through Monitoring ↗](https://doi.org/10.1609/aaai.v35i6.16683)**Dimitris A. Fotakis, Piotr Krysta, Carmine Ventre*1 citation*
2078. **[Embodied Visual Active Learning for Semantic Segmentation ↗](https://doi.org/10.1609/aaai.v35i3.16338)**David Nilsson, Aleksis Pirinen, Erik Gärtner et al.*1 citation*
2079. **[Encoding Temporal and Spatial Vessel Context using Self-Supervised Learning Model (Student Abstract) ↗](https://doi.org/10.1609/aaai.v35i18.17875)**Pierre Bernabé, Helge Spieker, Bruno Legeard et al.*1 citation*
2080. **[Enhanced Regularizers for Attributional Robustness ↗](https://doi.org/10.1609/aaai.v35i3.16355)**Anindya Sarkar, Anirban Sarkar, Vineeth Nallure Balasubramanian*1 citation*
2081. **[Enhancing Context-Based Meta-Reinforcement Learning Algorithms via An Efficient Task Encoder (Student Abstract) ↗](https://doi.org/10.1609/aaai.v35i18.17965)**Feng Xu, Shengyi Jiang, Hao Yin et al.*1 citation*
2082. **[Estimation of Spectral Risk Measures ↗](https://doi.org/10.1609/aaai.v35i13.17444)**Ajay Kumar Pandey, L. A. Prashanth, Sanjay P. Bhat*1 citation*
2083. **[Evaluating Gin Rummy Hands Using Opponent Modeling and Myopic Meld Distance ↗](https://doi.org/10.1609/aaai.v35i17.17826)**Phoebe Goldman, Corey Knutson, Ryan Mahtab et al.*1 citation*
2084. **[Exploration of Unknown Environments Using Deep Reinforcement Learning ↗](https://doi.org/10.1609/aaai.v35i18.17981)**Joseph McCalmon*1 citation*
2085. **[Exploring Mixed-Initiative Interaction for Learning with Situated Instruction in Cognitive Agents ↗](https://doi.org/10.1609/aaai.v26i1.8424)**Shiwali Mohan, John E. Laird*1 citation*
2086. **[Extending Policy Shaping to Continuous State Spaces (Student Abstract) ↗](https://doi.org/10.1609/aaai.v35i18.17956)**Thomas Wei, Taylor Kessler Faulkner, Andrea L. Thomaz*1 citation*
2087. **[FACS: Fast Code-based Algorithm for Coalition Structure Generation (Student Abstract) ↗](https://doi.org/10.1609/aaai.v35i18.17950)**Redha Taguelmimt, Samir Aknine, Djamila Boukredera et al.*1 citation*
2088. **[Failure Handling In a Planning Framework ↗](https://doi.org/10.1609/aaai.v26i1.8429)**Sertaç Karapınar, Sanem Sarıel*1 citation*
2089. **[Fairness, Semi-Supervised Learning, and More: A General Framework for Clustering with Stochastic Pairwise Constraints ↗](https://doi.org/10.1609/aaai.v35i8.16842)**Brian Brubach, Darshan Chakrabarti, John P. Dickerson et al.*1 citation*
2090. **[Fast PCA in 1-D Wasserstein Spaces via B-splines Representation and Metric Projection ↗](https://doi.org/10.1609/aaai.v35i10.17126)**M. Pegoraro, Mario Beraha*1 citation*
2091. **[Gradient Descent Averaging and Primal-dual Averaging for Strongly Convex Optimization ↗](https://doi.org/10.1609/aaai.v35i11.17183)**Wei Tao, Wei Li, Zhisong Pan et al.*1 citation*
2092. **[Graph Game Embedding ↗](https://doi.org/10.1609/aaai.v35i9.16942)**Xiaobin Hong, Tong Zhang, Zhen Cui et al.*1 citation*
2093. **[HiABP: Hierarchical Initialized ABP for Unsupervised Representation Learning ↗](https://doi.org/10.1609/aaai.v35i11.17172)**Jiankai Sun, Rui Zhou Zhenzhen Liu, Bolei Zhou*1 citation*
2094. **[Hierarchical Negative Binomial Factorization for Recommender Systems on Implicit Feedback ↗](https://doi.org/10.1609/aaai.v35i5.16541)**Li-Yen Kuo, Ming-Syan Chen⋆*1 citation*
2095. **[Hierarchical Relational Inference ↗](https://doi.org/10.1609/aaai.v35i11.17170)**Aleksandar Stanić, Sjoerd van Steenkiste, Jürgen Schmidhuber*1 citation*
2096. **[High Fidelity GAN Inversion via Prior Multi-Subspace Feature Composition ↗](https://doi.org/10.1609/aaai.v35i9.17017)**Guanyue Li, Qianfen Jiao, Sheng Qian et al.*1 citation*
2097. **[Holistic Multi-View Building Analysis in the Wild with Projection Pooling ↗](https://doi.org/10.1609/aaai.v35i4.16393)**Zbigniew Wojna, Krzysztof Maziarz, Łukasz Jocz et al.*1 citation*
2098. **[ITRIX - an AI Enabled Solution for Orchestration of Recovery Instructions ↗](https://doi.org/10.1609/aaai.v35i18.18026)**Wanita Sherchan, Garfield Vaughn, Shaila Pervin et al.*1 citation*
2099. **[Improving the Morphology and Control Policy of Self-reconfiguring Modular Robots in Dynamic Environment (Student Abstract) ↗](https://doi.org/10.1609/aaai.v35i18.17966)**Xue Dong, Qiang Lü, Jian Li*1 citation*
2100. **[Improving the Performance-Compatibility Tradeoff with Personalized Objective Functions ↗](https://doi.org/10.1609/aaai.v35i7.16745)**Jonathan Martinez, Kobi Gal, Ece Semiha Kamar et al.*1 citation*

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