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Proceedings of the AAAI Conference on Artificial Intelligence 2016: all accepted papers

690 papers · page 3 of 7 · the most cited first · ← Proceedings of the AAAI Conference on Artificial Intelligence 2016

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  1. Emergence of Social Punishment and Cooperation through Prior Commitments ↗The Anh Han31 citations
  2. Rational Verification: From Model Checking to Equilibrium Checking ↗Michael Wooldridge, Julián Gutiérrez, Paul Harrenstein et al.31 citations
  3. Robust Text Classification in the Presence of Confounding Bias ↗Virgile Landeiro, Aron Culotta31 citations
  4. A Framework for Resolving Open-World Referential Expressions in Distributed Heterogeneous Knowledge Bases ↗Tom Williams, Matthias J. Scheutz30 citations
  5. A Fraud Resilient Medical Insurance Claim System ↗Yuliang Shi, Chenfei Sun, Qingzhong Li et al.30 citations
  6. Competition of Distributed and Multiagent Planners (CoDMAP) ↗Michal Štolba, Antonín Komenda, Dániel L. Kovács30 citations
  7. Complexity of Hedonic Games with Dichotomous Preferences ↗Dominik Peters30 citations
  8. Complexity of Shift Bribery in Committee Elections ↗Robert Bredereck, Piotr Faliszewski, Rolf Niedermeier et al.30 citations
  9. Heuristic Planning for Hybrid Systems ↗Wiktor Piotrowski, Maria Fox, Derek Long et al.30 citations
  10. Minimally-Constrained Multilingual Embeddings via Artificial Code-Switching ↗Michael Wick, Pallika H. Kanani, Adam Pocock30 citations
  11. Multi-Objective Self-Paced Learning ↗Hao Li, Maoguo Gong, Deyu Meng et al.30 citations
  12. Preferences Single-Peaked on Nice Trees ↗Dominik Peters, Edith Elkind30 citations
  13. Towards Safe Semi-Supervised Learning for Multivariate Performance Measures ↗Yufeng Li, James Tin-Yau Kwok, Zhi‐Hua Zhou30 citations
  14. Veto-Consensus Multiple Kernel Learning ↗Yuxun Zhou, Ninghang Hu, Costas J. Spanos30 citations
  15. Intrinsic and Extrinsic Evaluations of Word Embeddings ↗Michael Zhai, Johnny Tan, Jinho D. Choi29 citations
  16. Learning Adaptive Forecasting Models from Irregularly Sampled Multivariate Clinical Data ↗Zitao Liu, Miloš Hauskrecht29 citations
  17. Learning for Decentralized Control of Multiagent Systems in Large, Partially-Observable Stochastic Environments ↗Miao Liu, Christopher Amato, Emily Anesta et al.29 citations
  18. Structured Features in Naive Bayes Classification ↗Arthur Choi, Nazgol Tavabi, Adnan Y. Darwiche29 citations
  19. Acquiring Knowledge of Affective Events from Blogs Using Label Propagation ↗Haibo Ding, Ellen Riloff28 citations
  20. DARI: Distance Metric and Representation Integration for Person Verification ↗Guangrun Wang, Liang Lin, Shengyong Ding et al.28 citations
  21. Efficient Spatio-Temporal Tactile Object Recognition with Randomized Tiling Convolutional Networks in a Hierarchical Fusion Strategy ↗Lele Cao, Kotagiri Ramamohanarao, Fuchun Sun et al.28 citations
  22. Generalized Emphatic Temporal Difference Learning: Bias-Variance Analysis ↗Assaf Hallak, Aviv Tamar, Rémi Munos et al.28 citations
  23. Identifying Search Keywords for Finding Relevant Social Media Posts ↗Shuai Wang, Zhiyuan Chen, Bing Liu et al.28 citations
  24. Inside Out: Two Jointly Predictive Models for Word Representations and Phrase Representations ↗Fei Sun, Jiafeng Guo, Yanyan Lan et al.28 citations
  25. Logical Foundations of Privacy-Preserving Publishing of Linked Data ↗Bernardo Cuenca Grau, Egor V. Kostylev28 citations
  26. Semi-Supervised Dictionary Learning via Structural Sparse Preserving ↗Di Wang, Xiaoqin Zhang, Mingyu Fan et al.28 citations
  27. What’s Hot in the Answer Set Programming Competition ↗Martin Gebser, Marco Maratea A, Francesco Ricca28 citations
  28. Discrete Image Hashing Using Large Weakly Annotated Photo Collections ↗Hanwang Zhang, Na Zhao, Xindi Shang et al.27 citations
  29. Inverse Reinforcement Learning through Policy Gradient Minimization ↗Matteo Pirotta, Marcello Restelli27 citations
  30. Metric Embedded Discriminative Vocabulary Learning for High-Level Person Representation ↗Yang Yang, Zhen Lei, Shifeng Zhang et al.27 citations
  31. Multi-Defender Strategic Filtering Against Spear-Phishing Attacks ↗Áron Lászka, Jian Lou, Yevgeniy Vorobeychik27 citations
  32. Near-Optimal Active Learning of Multi-Output Gaussian Processes ↗Yehong Zhang, Trong Nghia Hoang, Kian Hsiang Low et al.27 citations
  33. Preventing Illegal Logging: Simultaneous Optimization of Resource Teams and Tactics for Security ↗Sara Marie Mc Carthy, Milind Tambe, Christopher D. Kiekintveld et al.27 citations
  34. Price of Pareto Optimality in Hedonic Games ↗Edith Elkind, Angelo Fanelli, Michele Flammini27 citations
  35. Progressive EM for Latent Tree Models and Hierarchical Topic Detection ↗Peixian Chen, Nevin Lianwen Zhang, Leonard K. M. Poon et al.27 citations
  36. Short Text Representation for Detecting Churn in Microblogs ↗Hadi Amiri, Hal Daumé27 citations
  37. Complexity Results and Algorithms for Extension Enforcement in Abstract Argumentation ↗Johannes Peter Wallner, Andreas Niskanen, Matti J„ärvisalo26 citations
  38. An Algorithmic Framework for Strategic Fair Division ↗Simina Brânzei, Ioannis Caragiannis, David Kurokawa et al.25 citations
  39. Joint Inference over a Lightly Supervised Information Extraction Pipeline: Towards Event Coreference Resolution for Resource-Scarce Languages ↗Chen Chen, Vincent Ng25 citations
  40. Predicting Personal Traits from Facial Images Using Convolutional Neural Networks Augmented with Facial Landmark Information ↗Yoad Lewenberg, Yoram Bachrach, Sukrit Shankar et al.25 citations
  41. The l2,1-Norm Stacked Robust Autoencoders for Domain Adaptation ↗Wenhao Jiang, Hongchang Gao, Fu-Lai Chung et al.25 citations
  42. Consensus Style Centralizing Auto-Encoder for Weak Style Classification ↗Shuhui Jiang, Ming Shao, Chengcheng Jia et al.24 citations
  43. Detect Overlapping Communities via Ranking Node Popularities ↗Di Jin, Hongcui Wang, Jianwu Dang et al.24 citations
  44. Distance Minimization for Reward Learning from Scored Trajectories ↗Benjamin Burchfiel, Carlo Tomasi, Ronald Parr24 citations
  45. Exploiting Anonymity in Approximate Linear Programming: Scaling to Large Multiagent MDPs ↗Philipp Robbel, Frans Adriaan Oliehoek, Mykel J. Kochenderfer24 citations
  46. Learning Deep Convolutional Neural Networks for X-Ray Protein Crystallization Image Analysis ↗Margot Lisa-Jing Yann, Yichuan Tang24 citations
  47. Learning Tractable Probabilistic Models for Fault Localization ↗Aniruddh Nath, Pedro Domingos24 citations
  48. Learning to Appreciate the Aesthetic Effects of Clothing ↗Jia Jia, Huang J. Jie, Guangyao Shen et al.24 citations
  49. Nested Monte Carlo Search for Two-Player Games ↗Tristan Cazenave, Abdallah Saffidine, Michael Schofield et al.24 citations
  50. New l1-Norm Relaxations and Optimizations for Graph Clustering ↗Feiping Nie, Hua Wang, Cheng Dan Deng et al.24 citations
  51. Robust Execution of BDI Agent Programs by Exploiting Synergies Between Intentions ↗Yuan Yao, Brian S. Logan, John Thangarajah24 citations
  52. The Complexity of LTL on Finite Traces: Hard and Easy Fragments ↗Valeria Fionda, Gianluigi Greco24 citations
  53. Variations on the Hotelling-Downs Model ↗Michal Feldman, Amos Fiat, Svetlana Obraztsova24 citations
  54. Efficient Average Reward Reinforcement Learning Using Constant Shifting Values ↗Shangdong Yang, Yang Gao, Bo An et al.23 citations
  55. Increasing the Action Gap: New Operators for Reinforcement Learning ↗Marc G. Bellemare, Georg Ostrovski, Arthur Guez et al.23 citations
  56. Joint Word Segmentation, POS-Tagging and Syntactic Chunking ↗Chen Lyu, Yue Zhang, Donghong Ji23 citations
  57. Lift-Based Bidding in Ad Selection ↗Jian Xu, Xuhui Shao, Jianjie Ma et al.23 citations
  58. Online Spatio-Temporal Matching in Stochastic and Dynamic Domains ↗Meghna Lowalekar, Pradeep Reddy Varakantham, Patrick Jaillet23 citations
  59. Scalable Sequential Spectral Clustering ↗Yeqing Li, Junzhou Huang, Wei Liu23 citations
  60. Selectively Reactive Coordination for a Team of Robot Soccer Champions ↗Juan Pablo Mendoza, Joydeep Biswas, Philip Cooksey et al.23 citations
  61. Commonsense in Parts: Mining Part-Whole Relations from the Web and Image Tags ↗Niket Tandon, Charles Darwis Hariman, Jacopo Urbani A et al.22 citations
  62. Fusing Social Networks with Deep Learning for Volunteerism Tendency Prediction ↗Yongpo Jia, Xuemeng Song, Jingbo Zhou et al.22 citations
  63. Poker-CNN: A Pattern Learning Strategy for Making Draws and Bets in Poker Games Using Convolutional Networks ↗Nikolai Yakovenko, Liangliang Cao, Colin Raffel et al.22 citations
  64. Simultaneous Feature and Sample Reduction for Image-Set Classification ↗Man Zhang, Ran He, Dong Cao et al.22 citations
  65. Stochastic Optimization for Kernel PCA ↗Lijun Zhang, Tianbao Yang, Jinfeng Yi et al.22 citations
  66. Zero-Suppressed Sentential Decision Diagrams ↗Masaaki Nishino, Norihito Yasuda, Shin-ichi Minato et al.22 citations
  67. Combining Bounding Boxes and JPS to Prune Grid Pathfinding ↗Steve Rabin, Nathan Sturtevant21 citations
  68. ExTaSem! Extending, Taxonomizing and Semantifying Domain Terminologies ↗Luis Espinosa-Anke, Horacio Saggion, Francesco Ronzano et al.21 citations
  69. Fast Lasso Algorithm via Selective Coordinate Descent ↗Yasuhiro Fujiwara, Yasutoshi Ida, Hiroaki Shiokawa et al.21 citations
  70. From Duels to Battlefields: Computing Equilibria of Blotto and Other Games ↗AmirMahdi Ahmadinejad, Sina Dehghani, MohammadTaghi Hajiaghay et al.21 citations
  71. Surprise-Triggered Reformulation of Design Goals ↗Kazjon S. Grace, Mary Lou Maher21 citations
  72. Uncorrelated Group LASSO ↗Deguang Kong, Ji Liu, Bo Liu et al.21 citations
  73. Understanding City Traffic Dynamics Utilizing Sensor and Textual Observations ↗Pramod Anantharam, Krishnaprasad Thirunarayan, Surendra Marupudi et al.21 citations
  74. Aggregating Inter-Sentence Information to Enhance Relation Extraction ↗Hao Zheng, Zhoujun Li, Senzhang Wang et al.20 citations
  75. Component Caching in Hybrid Domains with Piecewise Polynomial Densities ↗Vaishak Belle, Guy Van den Broeck, Andrea Passerini20 citations
  76. Fast Optimal Clearing of Capped-Chain Barter Exchanges ↗Benjamin Plaut, John P. Dickerson, Tüomas Sandholm20 citations
  77. On Learning Causal Models from Relational Data ↗Sanghack Lee, Vasant Honavar20 citations
  78. Reuse of Neural Modules for General Video Game Playing ↗Alexander Braylan, Mark Hollenbeck, Elliot Meyerson et al.20 citations
  79. Topic Models to Infer Socio-Economic Maps ↗Lingzi Hong, Enrique Frı́as-Martı́nez, Vanessa Frías-Martínez20 citations
  80. Topical Analysis of Interactions Between News and Social Media ↗Ting Hua, Yue Ning, Feng Chen et al.20 citations
  81. Tweet Timeline Generation with Determinantal Point Processes ↗Jin-Ge Yao, Feifan Fan, Wayne Xin Zhao et al.20 citations
  82. A Model for Learning Description Logic Ontologies Based on Exact Learning ↗Boris Yur'evich Konev, Ana Ozaki, Frank Wolter19 citations
  83. A Unified Bayesian Model of Scripts, Frames and Language ↗Francis Ferraro, Benjamin Van Durme19 citations
  84. Closeness Centrality for Networks with Overlapping Community Structure ↗Mateusz Tarkowski, Piotr Szczepański, Talal Rahwan et al.19 citations
  85. Extracting Topical Phrases from Clinical Documents ↗Yulan He19 citations
  86. From the Lab to the Classroom and Beyond: Extending a Game-Based Research Platform for Teaching AI to Diverse Audiences ↗Nicole D. Sintov, Debarun Kar, Thanh H. Nguyen et al.19 citations
  87. Learning Abductive Reasoning Using Random Examples ↗Brendan Juba19 citations
  88. Scaling Simultaneous Optimistic Optimization for High-Dimensional Non-Convex Functions with Low Effective Dimensions ↗Hong Qian, Yang Yu19 citations
  89. A Framework for Outlier Description Using Constraint Programming ↗Chia-Tung Kuo, Ian A. K. Davidson18 citations
  90. Age of Exposure: A Model of Word Learning ↗Mihai Dascălu, Danielle S. McNamara, Scott A. Crossley et al.18 citations
  91. Closing the Gap Between Short and Long XORs for Model Counting ↗Shengjia Zhao, Sorathan Chaturapruek, Ashish Sabharwal et al.18 citations
  92. Compressed Conditional Mean Embeddings for Model-Based Reinforcement Learning ↗Guy Lever, John S. Shawe-Taylor, Ronnie Stafford et al.18 citations
  93. Counterfactual Regret Minimization in Sequential Security Games ↗Viliam Lisý, Trevor Davis, Michael Bowling18 citations
  94. Counting-Based Search for Constraint Optimization Problems ↗Gilles Pesant18 citations
  95. Dynamic Controllability of Disjunctive Temporal Networks: Validation and Synthesis of Executable Strategies ↗Alessandro Cimatti, Andrea Micheli, Marco Roveri18 citations
  96. Exact Sampling with Integer Linear Programs and Random Perturbations ↗Carolyn Kim, Ashish Sabharwal, Stefano Ermon18 citations
  97. Exploiting View-Specific Appearance Similarities Across Classes for Zero-Shot Pose Prediction: A Metric Learning Approach ↗Alina Kuznetsova, Sung Ju Hwang, Bodo Rosenhahn et al.18 citations
  98. High-Order Stochastic Gradient Thermostats for Bayesian Learning of Deep Models ↗Chunyuan Li, Changyou Chen, Kai Fan et al.18 citations
  99. Joint Multi-View Representation Learning and Image Tagging ↗Zhe Xue, Guorong Li, Qingming Huang18 citations
  100. Learning to Generate Posters of Scientific Papers ↗Yuting Qiang, Yanwei Fu, Yanwen Guo et al.18 citations

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