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Proceedings of the AAAI Conference on Artificial Intelligence 2019: all accepted papers

1,341 papers · page 9 of 14 · the most cited first · ← Proceedings of the AAAI Conference on Artificial Intelligence 2019

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  1. Inter-Class Angular Loss for Convolutional Neural Networks ↗Le Hui, Xiang Li, Chen Gong et al.12 citations
  2. Learning Adaptive Random Features ↗Yanjun Li, Kai Zhang, Jun Wang et al.12 citations
  3. Model-Free IRL Using Maximum Likelihood Estimation ↗Vinamra Jain, Prashant Doshi, Bikramjit Banerjee12 citations
  4. Near-Neighbor Methods in Random Preference Completion ↗Ao Liu, Qiong Wu, Zhenming Liu et al.12 citations
  5. Neural Relation Extraction within and across Sentence Boundaries ↗Pankaj Gupta, Subburam Rajaram, Hinrich Schütze et al.12 citations
  6. Point Cloud Processing via Recurrent Set Encoding ↗Pengxiang Wu, Chao Chen, Jingru Yi et al.12 citations
  7. Strategic Tasks for Explainable Reinforcement Learning ↗Rey Pocius, Lawrence Neal, Alan Fern12 citations
  8. Tagging Address Queries in Maps Search ↗Shekoofeh Mokhtari, Ahmad Mahmoody, Dragomir Yankov et al.12 citations
  9. The Curse of Concentration in Robust Learning: Evasion and Poisoning Attacks from Concentration of Measure ↗Saeed Mahloujifar, Dimitrios I. Diochnos, Mohammad Mahmoody12 citations
  10. Understanding VAEs in Fisher-Shannon Plane ↗Huangjie Zheng, Jiangchao Yao, Ya Zhang et al.12 citations
  11. VPDS: An AI-Based Automated Vehicle Occupancy and Violation Detection System ↗Abhinav Kumar, Aishwarya Gupta, Bishal Santra et al.12 citations
  12. Adaptive Region Embedding for Text Classification ↗Liuyu Xiang, Xiaoming Jin, Lan Yi et al.11 citations
  13. Allocating Planning Effort When Actions Expire ↗Shahaf Shperberg, Andrew Coles, Bence Cserna et al.11 citations
  14. Artificial Intelligence Competencies for Data Science Undergraduate Curricula ↗Andrea Danyluk, Scott Buck11 citations
  15. Borda Count in Collective Decision Making: A Summary of Recent Results ↗Jörg Rothe11 citations
  16. Cognitive Deficit of Deep Learning in Numerosity ↗Xiaolin Wu, Xi Zhang, Xiao Shu11 citations
  17. Combining Axiom Injection and Knowledge Base Completion for Efficient Natural Language Inference ↗Masashi Yoshikawa, Koji Mineshima, Hiroshi Noji et al.11 citations
  18. Complexity of Inconsistency-Tolerant Query Answering in Datalog+/– under Cardinality-Based Repairs ↗Thomas Lukasiewicz, Enrico Malizia, Andrius Vaicenavičius11 citations
  19. Counterfactual Randomization: Rescuing Experimental Studies from Obscured Confounding ↗Andrew Forney, Elias Bareinboim11 citations
  20. Counting and Sampling Markov Equivalent Directed Acyclic Graphs ↗Topi Talvitie, Mikko Koivisto11 citations
  21. Data Fine-Tuning ↗Saheb Chhabra, Puspita Majumdar, Mayank Vatsa A et al.11 citations
  22. Discriminative Feature Learning for Unsupervised Video Summarization ↗YunJae Jung, Donghyeon Cho, Dahun Kim et al.11 citations
  23. Distributed Representation of Words in Cause and Effect Spaces ↗Zhipeng Xie, Feiteng Mu11 citations
  24. Exploiting Background Knowledge in Compact Answer Generation for Why-Questions ↗Ryu Iida, Canasai Kruengkrai, Ryo Ishida et al.11 citations
  25. From Horn-SRIQ to Datalog: A Data-Independent Transformation That Preserves Assertion Entailment ↗David Carral, Larry González, Patrick Koopmann11 citations
  26. Lipper: Speaker Independent Speech Synthesis Using Multi-View Lipreading ↗Khwaja Mohd. Salik, Swati Aggarwal, Yaman Kumar et al.11 citations
  27. Low-Rank Semidefinite Programming for the MAX2SAT Problem ↗Po-Wei Wang, J. Zico Kolter11 citations
  28. Machine Teaching for Inverse Reinforcement Learning: Algorithms and Applications ↗Daniel S. Brown, Scott Niekum11 citations
  29. Manifold Distance-Based Over-Sampling Technique for Class Imbalance Learning ↗Lingkai Yang, Yinan Guo, Jian Cheng11 citations
  30. Matroid Constrained Fair Allocation Problem ↗Arpita Biswas, Siddharth Barman11 citations
  31. Multi-Precision Quantized Neural Networks via Encoding Decomposition of {-1,+1} ↗Qigong Sun, Fanhua Shang, Kang Yang et al.11 citations
  32. Network Structure and Transfer Behaviors Embedding via Deep Prediction Model ↗Xin Sun, Zenghui Song, Junyu Dong et al.11 citations
  33. On Completing Sparse Knowledge Base with Transitive Relation Embedding ↗Zili Zhou, Shaowu Liu, Guandong Xu et al.11 citations
  34. On Strength Adjustment for MCTS-Based Programs ↗I‐Chen Wu, Ti-Rong Wu, An-Jen Liu et al.11 citations
  35. Ontology-Mediated Query Answering over Log-Linear Probabilistic Data ↗Stefan Borgwardt, İsmail İlkan Ceylan, Thomas Lukasiewicz11 citations
  36. Operator Mutexes and Symmetries for Simplifying Planning Tasks ↗Daniel Fišer, Álvaro Torralba, Alexander Shleyfman11 citations
  37. Predicting and Analyzing Language Specificity in Social Media Posts ↗Yifan Gao, Yang Zhong, Daniel Preoțiuc-Pietro et al.11 citations
  38. Resisting Adversarial Attacks Using Gaussian Mixture Variational Autoencoders ↗Partha Sarathi Ghosh, Arpan Losalka, Michael J. Black11 citations
  39. Rethinking the Discount Factor in Reinforcement Learning: A Decision Theoretic Approach ↗Silviu Pitis11 citations
  40. Scalable and Efficient Pairwise Learning to Achieve Statistical Accuracy ↗Bin Gu, Zhouyuan Huo, Heng Huang11 citations
  41. TransConv: Relationship Embedding in Social Networks ↗Yi-Yu Lai, Jennifer Neville, Dan Goldwasser11 citations
  42. Visual Place Recognition via Robust ℓ2-Norm Distance Based Holism and Landmark Integration ↗Kai Liu, Hua Wang, Fei Han et al.11 citations
  43. When Do Words Matter? Understanding the Impact of Lexical Choice on Audience Perception Using Individual Treatment Effect Estimation ↗Zhao Wang, Aron Culotta11 citations
  44. A Memetic Approach for Sequential Security Games on a Plane with Moving Targets ↗Jan Karwowski, Jacek Mańdziuk, Adam Żychowski et al.10 citations
  45. A Non–Convex Optimization Approach to Correlation Clustering ↗Erik Thiel, Morteza Haghir Chehreghani, Devdatt Dubhashi10 citations
  46. A Preliminary Report of Integrating Science and Computing Teaching Using Logic Programming ↗Yuanlin Zhang, Jianlan Wang, Fox Bolduc et al.10 citations
  47. A Sharper Generalization Bound for Divide-and-Conquer Ridge Regression ↗Shusen Wang10 citations
  48. Approximate Inference of Outcomes in Probabilistic Elections ↗Batya Kenig, Benny Kimelfeld10 citations
  49. Automated Rule Base Completion as Bayesian Concept Induction ↗Zied Bouraoui, Steven Schockaert10 citations
  50. Bidirectional Transition-Based Dependency Parsing ↗Yunzhe Yuan, Yong Jiang, Kewei Tu10 citations
  51. Communication-Efficient Stochastic Gradient MCMC for Neural Networks ↗Chunyuan Li, Changyou Chen, Yunchen Pu et al.10 citations
  52. Eliminating Latent Discrimination: Train Then Mask ↗Soheil Ghili, Ehsan Mohamad Kazemi, Amin Karbasi10 citations
  53. Evaluating Recommender System Stability with Influence-Guided Fuzzing ↗David Shriver, Sebastian G. Elbaum, Matthew B. Dwyer et al.10 citations
  54. Fair and Efficient Memory Sharing: Confronting Free Riders ↗Eric J. Friedman, Vasilis Gkatzelis, Alexandros Psomas et al.10 citations
  55. Learning Basis Representation to Refine 3D Human Pose Estimations ↗Chunyu Wang, Haibo Qiu, Alan Yuille et al.10 citations
  56. Linear Kernel Tests via Empirical Likelihood for High-Dimensional Data ↗Lizhong Ding, Zhi Liu, Yu Li et al.10 citations
  57. Pareto Optimal Allocation under Compact Uncertain Preferences ↗Haris Aziz, Péter Bíró, Ronald de Haan et al.10 citations
  58. Randomized Strategies for Robust Combinatorial Optimization ↗Yasushi Kawase, Hanna Sumita10 citations
  59. Recursively Learning Causal Structures Using Regression-Based Conditional Independence Test ↗Hao Zhang, Shuigeng Zhou, Chuanxu Yan et al.10 citations
  60. Safe Partial Diagnosis from Normal Observations ↗Roni Stern, Brendan Juba10 citations
  61. Universal Approximation Property and Equivalence of Stochastic Computing-Based Neural Networks and Binary Neural Networks ↗Yanzhi Wang, Zheng Zhan, Liang Zhao et al.10 citations
  62. Validation of Growing Knowledge Graphs by Abductive Text Evidences ↗Jianfeng Du, Jeff Z. Pan, Sylvia Wang et al.10 citations
  63. A Fast Machine Learning Workflow for Rapid Phenotype Prediction from Whole Shotgun Metagenomes ↗Anna Paola Carrieri, Will P. M. Rowe, Martyn Winn et al.9 citations
  64. A Generalized Language Model in Tensor Space ↗Lipeng Zhang, Peng Zhang, Xindian Ma et al.9 citations
  65. An Improved Generic Bet-and-Run Strategy with Performance Prediction for Stochastic Local Search ↗Thomas Weise, Zijun Wu, Markus Wagner9 citations
  66. Chinese NER with Height-Limited Constituent Parsing ↗Rui Wang, Xin Xin, Wei Chang et al.9 citations
  67. Cooperation Enforcement and Collusion Resistance in Repeated Public Goods Games ↗Kai Li, Dong Hao9 citations
  68. DSINE: Deep Structural Influence Learning via Network Embedding ↗Jianjun Wu, Ying Sha, Bo Jiang et al.9 citations
  69. Deictic Image Mapping: An Abstraction for Learning Pose Invariant Manipulation Policies ↗Robert Platt, Colin Kohler, Marcus Gualtieri9 citations
  70. Enhanced Random Forest Algorithms for Partially Monotone Ordinal Classification ↗Christopher Bartley, Wei Liu, Mark A Reynolds9 citations
  71. Forming Probably Stable Communities with Limited Interactions ↗Ayumi Igarashi, Jakub Sliwinski, Yair Zick9 citations
  72. From Recommendation Systems to Facility Location Games ↗Omer Ben-Porat, Gregory Goren, Itay Rosenberg et al.9 citations
  73. Identifying Semantics in Clinical Reports Using Neural Machine Translation ↗Srikanth Mujjiga, Vamsi Krishna, Kalyan Chakravarthi et al.9 citations
  74. Improving Domain-Independent Planning via Critical Section Macro-Operators ↗Lukáš Chrpa, Mauro Vallati9 citations
  75. Learning Compact Model for Large-Scale Multi-Label Data ↗Tong Wei, Yu-Feng Li9 citations
  76. Number Sequence Prediction Problems for Evaluating Computational Powers of Neural Networks ↗Hyoungwook Nam, Segwang Kim, Kyomin Jung9 citations
  77. On the Inducibility of Stackelberg Equilibrium for Security Games ↗Qingyu Guo, Jiarui Gan, Fei Fang et al.9 citations
  78. Online Convex Optimization for Sequential Decision Processes and Extensive-Form Games ↗Gabriele Farina, Christian Kroer, Tüomas Sandholm9 citations
  79. Policy Optimization with Model-Based Explorations ↗Feiyang Pan, Qingpeng Cai, Anxiang Zeng et al.9 citations
  80. Practical Algorithms for Multi-Stage Voting Rules with Parallel Universes Tiebreaking ↗Jun Wang, Sujoy Sikdar, Tyler Shepherd et al.9 citations
  81. Re2EMA: Regularized and Reinitialized Exponential Moving Average for Target Model Update in Object Tracking ↗Jianglei Huang, Wengang Zhou9 citations
  82. Refining Coarse-Grained Spatial Data Using Auxiliary Spatial Data Sets with Various Granularities ↗Yusuke Zn Tanaka, Tomoharu Iwata, Toshiyuki Tanaka et al.9 citations
  83. Robust Online Matching with User Arrival Distribution Drift ↗Yu-Hang Zhou, Liang Chen, Nan Li et al.9 citations
  84. Spatiality Preservable Factored Poisson Regression for Large-Scale Fine-Grained GPS-Based Population Analysis ↗Masamichi Shimosaka, Yuta Hayakawa, Kota Tsubouchi9 citations
  85. Submodular Optimization over Streams with Inhomogeneous Decays ↗Junzhou Zhao, Shuo Shang, Pinghui Wang et al.9 citations
  86. Supervised User Ranking in Signed Social Networks ↗Xiaoming Li, Hui Fang, Jie Zhang9 citations
  87. That’s Mine! Learning Ownership Relations and Norms for Robots ↗Tan Zhi‐Xuan, Jake Brawer, Brian Scassellati9 citations
  88. Towards Fluid Machine Intelligence: Can We Make a Gifted AI? ↗Ian A. K. Davidson, Peter B. Walker9 citations
  89. Towards to Reasonable Decision Basis in Automatic Bone X-Ray Image Classification: A Weakly-Supervised Approach ↗Jianjie Lu, Raymond Kai‐Yu Tong9 citations
  90. Transforming Underwriting in the Life Insurance Industry ↗Marc E. Maier, Hayley Carlotto, Freddie Sanchez et al.9 citations
  91. Unsupervised Bilingual Lexicon Induction from Mono-Lingual Multimodal Data ↗Shizhe Chen, Qin Jin, Alexander G. Hauptmann9 citations
  92. Verifiable and Interpretable Reinforcement Learning through Program Synthesis ↗Abhinav Verma9 citations
  93. A Neural Network Approach to Verb Phrase Ellipsis Resolution ↗Weinan Zhang, Yue Zhang, Yuanxing Liu et al.8 citations
  94. Biologically Motivated Algorithms for Propagating Local Target Representations ↗Alexander G. Ororbia, Ankur Mali8 citations
  95. Bounded Suboptimal Search with Learned Heuristics for Multi-Agent Systems ↗Markus Spies, Marco Todescato, Hannes Becker et al.8 citations
  96. Community Focusing: Yet Another Query-Dependent Community Detection ↗Zhuo Wang, Weiping Wang, Chaokun Wang et al.8 citations
  97. Confidence Weighted Multitask Learning ↗Peng Yang, Peilin Zhao, Jiayu Zhou et al.8 citations
  98. Crawling the Community Structure of Multiplex Networks ↗Ricky Laishram, Jeremy Wendt, Sucheta Soundarajan8 citations
  99. Declarative Question Answering over Knowledge Bases Containing Natural Language Text with Answer Set Programming ↗Arindam Mitra, Peter E. Clark, Oyvind Tafjord et al.8 citations
  100. Distantly Supervised Entity Relation Extraction with Adapted Manual Annotations ↗Changzhi Sun, Yuanbin Wu8 citations

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