Proceedings of the AAAI Conference on Artificial Intelligence 2021: all accepted papers
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- CARPe Posterum: A Convolutional Approach for Real-Time Pedestrian Path Prediction ↗Matías Mendieta, Hamed Tabkhi
- CCE: A Coupled Framework of Clustering Ensembles ↗Zhong She, Can Wang, Longbing Cao
- Chinese Character Image Clustering and Classification Based on Object Embedding Model (Student Abstract) ↗Mengting Wang, Xun Liang, Xue Yang
- Class-Attentive Diffusion Network for Semi-Supervised Classification ↗Jongin Lim, Daeho Um, Hyung Jin Chang et al.
- Clustering Documents Along Multiple Dimensions ↗Sajib Dasgupta, Richard M. Golden, Vincent Ng
- Clustering Partial Lexicographic Preference Trees (Student Abstract) ↗Joseph Henry Allen, Xudong Liu, Karthikeyan Umapathy et al.
- Combining Probabilistic Planning and Logic Programming on Mobile Robots ↗Shiqi Zhang, Forrest Sheng Bao, Mohan Sridharan
- Commonsense Knowledge Augmentation for Low-Resource Languages via Adversarial Learning ↗Bosung Kim, Juae Kim, Youngjoong Ko et al.
- Comparing Symbolic Models of Language via Bayesian Inference (Student Abstract) ↗Annika Heuser, Polina Tsvilodub
- Complex Coordinate-Based Meta-Analysis with Probabilistic Programming ↗Valentin Iovène, Gaston Zanitti, Demián Wassermann
- Computational Analyses of the Electoral College: Campaigning Is Hard But Approximately Manageable ↗Sina Dehghani, Hamed Saleh, Saeed Seddighin et al.
- Computational Visual Ceramicology: Matching Image Outlines to Catalog Sketches ↗Barak Itkin, Lior Wolf, Nachum Dershowitz
- Computing Equilibria with Two-Player Zero-Sum Continuous Stochastic Games with Switching Controller ↗Guido Bonomi, Nicola Gatti, Fabio Panozzo et al.
- Computing the Proportional Veto Core ↗Egor Ianovski, Aleksei Yu. Kondratev
- Consistency and Finite Sample Behavior of Binary Class Probability Estimation ↗Alexander Mey, Marco Loog
- DASZL: Dynamic Action Signatures for Zero-shot Learning ↗Tae Soo Kim, Jonathan D. Jones, Michael Peven et al.
- DeepWriteSYN: On-Line Handwriting Synthesis via Deep Short-Term Representations ↗Rubén Tolosana, Paula Delgado-Santos, Andrés Pérez-Uribe et al.
- Designing a Hybrid AI Residency ↗Felipe Leno da Silva, Silvio Luiz Stanzani, Jefferson Fialho et al.
- Detecting Lexical Semantic Change across Corpora with Smooth Manifolds (Student Abstract) ↗Anmol Goel, Ponnurangam Kumaraguru
- Dethroning Aristocracy in Graphs via Adversarial Perturbations (Student Abstract) ↗Adarsh Jamadandi, Uma Mudenagudi
- Dialog Router: Automated Dialog Transition via Multi-Task Learning ↗Ziming Huang, Zhuoxuan Jiang, Hao Chen et al.
- Distributed Ranking with Communications: Approximation Analysis and Applications ↗Hong Chen, Yingjie Wang, Yulong Wang et al.
- EasyRL: A Simple and Extensible Reinforcement Learning Framework ↗Neil Hulbert, Sam Spillers, Brandon Francis et al.
- Enriching Chatter Bots With Semantic Conversation Control ↗Chayan Chakrabarti
- Estimating Card Fitness for Discard in Gin Rummy ↗Jacob Gallucci, Richard Bowser, Sarah Kettell et al.
- Estimating the Number of Induced Subgraphs from Incomplete Data and Neighborhood Queries ↗Dimitris A. Fotakis, Thanasis Pittas, Stratis Skoulakis
- Estimation of Suitable Action to Realize Given Novel Effect with Given Tool Using Bayesian Tool Affordances ↗Raghvendra Jain, Tetsunari Inamura
- Ethical Dilemmas in Strategic Games ↗Pavel Naumov, Rui-Jie Yew
- Evaluating Meta-Reinforcement Learning through a HVAC Control Benchmark (Student Abstract) ↗Yashvir S. Grewal, Frits de Nijs, Sarah Goodwin
- Extracting Learned Discard and Knocking Strategies from a Gin Rummy Bot ↗Benjamin Goldstein, Jean Pierre Astudillo Guerra, Emily Haigh et al.
- Fair Representations by Compression ↗Xavier Gitiaux, Huzefa Rangwala
- Fair Stable Matchings Under Correlated Preferences (Student Abstract) ↗Angelina Brilliantova, Hadi Hosseini
- Forming Better Stable Solutions in Group Formation Games Inspired by Internet Exchange Points (IXPs) ↗Elliot Anshelevich, Wennan Zhu
- GO Hessian for Expectation-Based Objectives ↗Yulai Cong, Miaoyun Zhao, Jianqiao Li et al.
- Generalization in Portfolio-Based Algorithm Selection ↗Maria-Florina Balcan, Tüomas Sandholm, Ellen Vitercik
- Generalizing and Executing Plans ↗Christian Muise
- Global Fusion Attention for Vision and Language Understanding (Student Abstract) ↗Zixin Guo, Liang Chen, Ziyu Wan et al.
- Group Testing on a Network ↗Arlei Silva, Ambuj K. Singh
- Heisenbot: A Rule-Based Game Agent for Gin Rummy ↗Matthew Eicholtz, Savanna Moss, Matthew Traino et al.
- Improved POMDP Tree Search Planning with Prioritized Action Branching ↗John Mern, Anil Yildiz, Lawrence A. M. Bush et al.
- Incorporating Curiosity into Personalized Ranking for Collaborative Filtering (Student Abstract) ↗Qiqi Ding, Yi Cai, Ke Xu et al.
- Indecision Modeling ↗Duncan C. McElfresh, Lok Chan, Kenzie Doyle et al.
- Information Block Detection in Infographic Based on Spatial Proximity and Structural Similarity (Student Abstract) ↗Jie Lin, Xin Wu, Jianwei Lu et al.
- Interpretable Actions: Controlling Experts with Understandable Commands ↗Shumeet Baluja, David Marwood, Michele Covell
- Interpretable Embedding Procedure Knowledge Transfer via Stacked Principal Component Analysis and Graph Neural Network ↗Seunghyun Lee, Byung Cheol Song
- Is Active Learning Always Beneficial? (Student Abstract) ↗Anna Kravchenko, Rhodri Cusack
- Is Each Layer Non-trivial in CNN? (Student Abstract) ↗Wei Wang, Yanjie Zhu, Zhuo‐Xu Cui et al.
- KAAPA: Knowledge Aware Answers from PDF Analysis ↗Nicolas Rodolfo Fauceglia, Mustafa Canim, Alfio Gliozzo et al.
- Knocking in the Game of Gin Rummy ↗Ryzeson C. Maravich, Taylor C. Neller, Todd William Neller
- Learning Augmented Methods for Matching: Improving Invasive Species Management and Urban Mobility ↗Johan Björck, Qinru Shi, Carrie J. Brown‐Lima et al.
- Learning Continuous High-Dimensional Models using Mutual Information and Copula Bayesian Networks ↗Marvin Lasserre, Régis Lebrun, Pierre-Henri Wuillemin
- Learning Invariant Representations using Inverse Contrastive Loss ↗Aditya Kumar Akash, Vishnu Suresh Lokhande, Sathya N. Ravi et al.
- Learning Precise Temporal Point Event Detection with Misaligned Labels ↗Julien Schroeter, Kirill A. Sidorov, David Marshall
- Learning to Reweight Imaginary Transitions for Model-Based Reinforcement Learning ↗Wenzhen Huang, Qiyue Yin, Junge Zhang et al.
- Loop Estimator for Discounted Values in Markov Reward Processes ↗Falcon Z. Dai, Matthew R. Walter
- MMKE: A Multi-Model Knowledge Extraction System from Unstructured Texts ↗Qianwen Zhang, Zhao Yan, Tianyang Zhao et al.
- Matching State-Based Sequences with Rich Temporal Aspects ↗Aihua Zheng, Jixin Ma, Jin Tang et al.
- Melodic Phrase Attention Network for Symbolic Data-based Music Genre Classification (Student Abstract) ↗Li Li, Rui Zhang, Zhenyu Wang
- Mental Actions and Explainability in Kripkean Semantics: What Else do I Know? (Student Abstract) ↗Shikha Singh, Deepak Khemani
- Meta-Learning Effective Exploration Strategies for Contextual Bandits ↗Amr Sharaf, Hal Daumé
- Minimum Robust Multi-Submodular Cover for Fairness ↗Lan N. Nguyen, My T. Thai
- Model AI Assignments 2011 ↗Todd William Neller, Marie Ellen Desjardins, Tim Oates et al.
- Model AI Assignments 2012 ↗Todd William Neller, Laura E. Brown, John Earnest et al.
- Model AI Assignments 2021 ↗Todd William Neller, Nathan R. Sprague, John Maraist et al.
- Model-Agnostic Fits for Understanding Information Seeking Patterns in Humans ↗Soumya Chatterjee, Pradeep Shenoy
- Movie Summarization via Sparse Graph Construction ↗Pinelopi Papalampidi, Frank Keller, Mirella Lapata
- Negotiation in Exploration-Based Environment ↗Israel Sofer, David Sarne, Avinatan Hassidim
- News Content Completion with Location-Aware Image Selection ↗Zhengkun Zhang, Jun Wang, Adam Jatowt et al.
- Online Search with Maximum Clearance ↗Spyros Angelopoulos, Malachi Voss
- PAC Learning of Causal Trees with Latent Variables ↗Prasad V. Tadepalli, Stuart Russell
- Parameterized Algorithms for MILPs with Small Treedepth ↗Cornelius Brand, Martin Koutecký, Sebastian Ordyniak
- Parameterized Logical Theories ↗Fangzhen Lin
- PenDer: Incorporating Shape Constraints via Penalized Derivatives ↗Akhil Gupta, Lavanya Marla, Ruoyu Sun et al.
- Preference Elicitation as Average-Case Sorting ↗Dominik Peters, Ariel D. Procaccia
- Present-Biased Optimization ↗Fedor V. Fomin, Pierre Fraigniaud, Petr A. Golovach
- Probabilistic Dependency Graphs ↗Oliver Richardson, Joseph Yehuda Halpern
- Probabilistic Programming Bots in Intuitive Physics Game Play ↗Fahad Alhasoun, Sarah Alneghiemish
- RGB-D Scene Recognition based on Object-Scene Relation (Student Abstract) ↗Yuhui Guo, Xun Liang
- Recognizing and Verifying Mathematical Equations using Multiplicative Differential Neural Units ↗Ankur Mali, Alexander G. Ororbia, Daniel Kifer et al.
- Reward based Hebbian Learning in Direct Feedback Alignment (Student Abstract) ↗Ashlesha Akella, Sai Kalyan Ranga Singanamalla, Chin‐Teng Lin
- Robustness Guarantees for Mode Estimation with an Application to Bandits ↗Aldo Pacchiano, Heinrich Jiang, Michael I. Jordan
- SKATE: A Natural Language Interface for Encoding Structured Knowledge ↗Clifton James McFate, Aditya A. Kalyanpur, Dave Ferrucci et al.
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