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

1,341 papers · page 11 of 14 · the most cited first · [← Proceedings of the AAAI Conference on Artificial Intelligence 2019](https://md.research.elamur.ai/free/en/venues/proceedings-of-the-aaai-conference-on-artificial-intelligence/2019/)

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1001. **[Robustness Can Be Cheap: A Highly Efficient Approach to Discover Outliers under High Outlier Ratios ↗](https://doi.org/10.1609/aaai.v33i01.33015313)**Siqi Wang, En Zhu, Xiping Hu et al.*6 citations*
1002. **[Robustness Envelopes for Temporal Plans ↗](https://doi.org/10.1609/aaai.v33i01.33017538)**Michael Cashmore, Alessandro Cimatti, Daniele Magazzeni et al.*6 citations*
1003. **[Satisfiability in Strategy Logic Can Be Easier than Model Checking ↗](https://doi.org/10.1609/aaai.v33i01.33012638)**Erman Acar, Massimo Benerecetti, Fabio Mogavero*6 citations*
1004. **[Scaling-Up Split-Merge MCMC with Locality Sensitive Sampling (LSS) ↗](https://doi.org/10.1609/aaai.v33i01.33014464)**Chen Luo, Anshumali Shrivastava*6 citations*
1005. **[Self-Adversarially Learned Bayesian Sampling ↗](https://doi.org/10.1609/aaai.v33i01.33015893)**Yang Zhao, Jianyi Zhang, Changyou Chen*6 citations*
1006. **[Sentence-Wise Smooth Regularization for Sequence to Sequence Learning ↗](https://doi.org/10.1609/aaai.v33i01.33016449)**Chengyue Gong, Xu Tan, Di He et al.*6 citations*
1007. **[Spatial Mixture Models with Learnable Deep Priors for Perceptual Grouping ↗](https://doi.org/10.1609/aaai.v33i01.33019135)**Jinyang Yuan, Bin Li, Xiangyang Xue*6 citations*
1008. **[Strong Equivalence for Epistemic Logic Programs Made Easy ↗](https://doi.org/10.1609/aaai.v33i01.33012809)**Wolfgang Faber, Michael Morak, Stefan Woltran*6 citations*
1009. **[Task Transfer by Preference-Based Cost Learning ↗](https://doi.org/10.1609/aaai.v33i01.33012471)**Mingxuan Jing, Xiaojian Ma, Wenbing Huang et al.*6 citations*
1010. **[Towards Better Interpretability in Deep Q-Networks ↗](https://doi.org/10.1609/aaai.v33i01.33014561)**Raghuram Mandyam Annasamy, Katia P. Sycara*6 citations*
1011. **[Using Benson’s Algorithm for Regularization Parameter Tracking ↗](https://doi.org/10.1609/aaai.v33i01.33013689)**Joachim Giesen, Sören Laue, Andreas Löhne et al.*6 citations*
1012. **[Word Embedding as Maximum A Posteriori Estimation ↗](https://doi.org/10.1609/aaai.v33i01.33016562)**Shoaib Jameel, Zihao Fu, Bei Shi et al.*6 citations*
1013. **[A General Planning-Based Framework for Goal-Driven Conversation Assistant ↗](https://doi.org/10.1609/aaai.v33i01.33019857)**Zhuoxuan Jiang, Jie Ma, Jingyi Lu et al.*5 citations*
1014. **[A Genetic Algorithm for Finding a Small and Diverse Set of Recent News Stories on a Given Subject: How We Generate AAAI’s AI-Alert ↗](https://doi.org/10.1609/aaai.v33i01.33019357)**Joshua Eckroth, Eric Schoen*5 citations*
1015. **[Bayesian Execution Skill Estimation ↗](https://doi.org/10.1609/aaai.v33i01.33016014)**Christopher Archibald, Delma Nieves-Rivera*5 citations*
1016. **[Be Inaccurate but Don’t Be Indecisive: How Error Distribution Can Affect User Experience ↗](https://doi.org/10.1609/aaai.v33i01.33012604)**Rafael Rodrigues Padovani, Lucas N. Ferreira, Levi H. S. Lelis*5 citations*
1017. **[Belief Change and Non-Monotonic Reasoning Sans Compactness ↗](https://doi.org/10.1609/aaai.v33i01.33013019)**Jandson S. Ribeiro, Abhaya Nayak, Renata Wassermann*5 citations*
1018. **[Bias-Variance Trade-Off in Hierarchical Probabilistic Models Using Higher-Order Feature Interactions ↗](https://doi.org/10.1609/aaai.v33i01.33014488)**Simon Luo, Mahito Sugiyama*5 citations*
1019. **[Cost-Sensitive Learning to Rank ↗](https://doi.org/10.1609/aaai.v33i01.33014570)**Ryan McBride, Ke Wang, Zhouyang Ren et al.*5 citations*
1020. **[DBA: Dynamic Multi-Armed Bandit Algorithm ↗](https://doi.org/10.1609/aaai.v33i01.33019869)**Sadegh Nobari*5 citations*
1021. **[Data-Adaptive Metric Learning with Scale Alignment ↗](https://doi.org/10.1609/aaai.v33i01.33013347)**Shuo Chen, Chen Gong, Jian Jun Yang et al.*5 citations*
1022. **[Dimension-Free Error Bounds from Random Projections ↗](https://doi.org/10.1609/aaai.v33i01.33014049)**Ata Kabán*5 citations*
1023. **[Early-Stopping of Scattering Pattern Observation with Bayesian Modeling ↗](https://doi.org/10.1609/aaai.v33i01.33019410)**Akinori Asahara, Hidekazu Morita, Chiharu Mitsumata et al.*5 citations*
1024. **[Efficient Concept Induction for Description Logics ↗](https://doi.org/10.1609/aaai.v33i01.33013036)**Md Kamruzzaman Sarker, Pascal Hitzler*5 citations*
1025. **[Election with Bribed Voter Uncertainty: Hardness and Approximation Algorithm ↗](https://doi.org/10.1609/aaai.v33i01.33012572)**Lin Chen, Lei Xu, Shouhuai Xu et al.*5 citations*
1026. **[Estimating the Causal Effect from Partially Observed Time Series ↗](https://doi.org/10.1609/aaai.v33i01.33013919)**Akane Iseki, Yusuke Mukuta, Yoshitaka Ushiku et al.*5 citations*
1027. **[Evolutionarily Learning Multi-Aspect Interactions and Influences from Network Structure and Node Content ↗](https://doi.org/10.1609/aaai.v33i01.3301598)**Songlei Jian, Liang Hu, Longbing Cao et al.*5 citations*
1028. **[Fast Iterative Combinatorial Auctions via Bayesian Learning ↗](https://doi.org/10.1609/aaai.v33i01.33011820)**Gianluca Brero, Sebastien M. Lahaie, Sven Seuken*5 citations*
1029. **[Finding All Bayesian Network Structures within a Factor of Optimal ↗](https://doi.org/10.1609/aaai.v33i01.33017892)**Zhenyu A. Liao, Charupriya Sharma, James Cussens et al.*5 citations*
1030. **[Free VQA Models from Knowledge Inertia by Pairwise Inconformity Learning ↗](https://doi.org/10.1609/aaai.v33i01.33019316)**Yiyi Zhou, Rongrong Ji, Jinsong Su et al.*5 citations*
1031. **[Greedy Maximization of Functions with Bounded Curvature under Partition Matroid Constraints ↗](https://doi.org/10.1609/aaai.v33i01.33012272)**Tobias Friedrich, Andreas Göbel, Frank Neumann et al.*5 citations*
1032. **[Incorporating Behavioral Constraints in Online AI Systems ↗](https://doi.org/10.1609/aaai.v33i01.33013)**Avinash Balakrishnan, Djallel Bouneffouf, Nicholas Mattei et al.*5 citations*
1033. **[Labor Division with Movable Walls: Composing Executable Specifications with Machine Learning and Search (Blue Sky Idea) ↗](https://doi.org/10.1609/aaai.v33i01.33019770)**David Harel, Assaf Marron, Ariel Rosenfeld et al.*5 citations*
1034. **[Latent Multi-Task Architecture Learning ↗](https://doi.org/10.1609/aaai.v33i01.33014822)**Sebastian Ruder, Joachim Bingel, Isabelle Augenstein et al.*5 citations*
1035. **[Learning Personalized Attribute Preference via Multi-Task AUC Optimization ↗](https://doi.org/10.1609/aaai.v33i01.33015660)**Zhiyong Yang, Qianqian Xu, Xiaochun Cao et al.*5 citations*
1036. **[Leveraging Observations in Bandits: Between Risks and Benefits ↗](https://doi.org/10.1609/aaai.v33i01.33016112)**Andrei Lupu, Audrey Durand, Doina Precup*5 citations*
1037. **[Memory Bounded Open-Loop Planning in Large POMDPs Using Thompson Sampling ↗](https://doi.org/10.1609/aaai.v33i01.33017941)**Thomy Phan, Lenz Belzner, Marie Kiermeier et al.*5 citations*
1038. **[Mode Variational LSTM Robust to Unseen Modes of Variation: Application to Facial Expression Recognition ↗](https://doi.org/10.1609/aaai.v33i01.33013215)**Wissam J. Baddar, Yong Man Ro*5 citations*
1039. **[Multi-Agent Discussion Mechanism for Natural Language Generation ↗](https://doi.org/10.1609/aaai.v33i01.33016096)**Xu Li, Mingming Sun, Ping Li*5 citations*
1040. **[On the Optimal Efficiency of Cost-Algebraic A* ↗](https://doi.org/10.1609/aaai.v33i01.33012288)**Robert C. Holte, Sandra Zilles*5 citations*
1041. **[Optimal Surveillance of Covert Networks by Minimizing Inverse Geodesic Length ↗](https://doi.org/10.1609/aaai.v33i01.3301533)**Serge Gaspers, Kamran Najeebullah*5 citations*
1042. **[Querying NoSQL with Deep Learning to Answer Natural Language Questions ↗](https://doi.org/10.1609/aaai.v33i01.33019416)**Sebastian Blank, Florian Wilhelm, Hans-Péter Zorn et al.*5 citations*
1043. **[Real-Time Planning as Decision-Making under Uncertainty ↗](https://doi.org/10.1609/aaai.v33i01.33012338)**Andrew Mitchell, Wheeler Ruml, Fabian Spaniol et al.*5 citations*
1044. **[Regularizing Fully Convolutional Networks for Time Series Classification by Decorrelating Filters ↗](https://doi.org/10.1609/aaai.v33i01.330110003)**Kaushal Paneri, Vishnu Tv, Pankaj Malhotra et al.*5 citations*
1045. **[Robustness Guarantees for Bayesian Inference with Gaussian Processes ↗](https://doi.org/10.1609/aaai.v33i01.33017759)**Luca Cardelli, Marta Kwiatkowska, Luca Laurenti et al.*5 citations*
1046. **[Selecting Compliant Agents for Opt-in Micro-Tolling ↗](https://doi.org/10.1609/aaai.v33i01.3301565)**Josiah P. Hanna, Guni Sharon, Stephen D. Boyles et al.*5 citations*
1047. **[Semi-Parametric Sampling for Stochastic Bandits with Many Arms ↗](https://doi.org/10.1609/aaai.v33i01.33017933)**Mingdong Ou, Nan Li, Cheng Hong Yang et al.*5 citations*
1048. **[Semi-Supervised Feature Selection with Adaptive Discriminant Analysis ↗](https://doi.org/10.1609/aaai.v33i01.330110083)**Weichan Zhong, Xiaojun Chen, Guowen Yuan et al.*5 citations*
1049. **[SpHMC: Spectral Hamiltonian Monte Carlo ↗](https://doi.org/10.1609/aaai.v33i01.33015516)**Haoyi Xiong, Kafeng Wang, Jiang Bian et al.*5 citations*
1050. **[Task Embedded Coordinate Update: A Realizable Framework for Multivariate Non-Convex Optimization ↗](https://doi.org/10.1609/aaai.v33i01.33011650)**Yiyang Wang, Risheng Liu, Long Ma et al.*5 citations*
1051. **[Task-Driven Common Representation Learning via Bridge Neural Network ↗](https://doi.org/10.1609/aaai.v33i01.33015573)**Yao Hua Xu, Xueshuang Xiang, Meiyu Huang*5 citations*
1052. **[Temporal Anomaly Detection: Calibrating the Surprise ↗](https://doi.org/10.1609/aaai.v33i01.33013755)**Eyal Gutflaish, Aryeh Kontorovich, Sivan Sabato A et al.*5 citations*
1053. **[Towards Gene Function Prediction via Multi-Networks Representation Learning ↗](https://doi.org/10.1609/aaai.v33i01.330110069)**Hansheng Xue, Jiajie Peng, Xuequn Shang*5 citations*
1054. **[Transductive Zero-Shot Learning via Visual Center Adaptation ↗](https://doi.org/10.1609/aaai.v33i01.330110059)**Ziyu Wan, Yan Li, Min Yang et al.*5 citations*
1055. **[Unsupervised Learning with Contrastive Latent Variable Models ↗](https://doi.org/10.1609/aaai.v33i01.33014862)**Kristen Severson, Soumya Ghosh, Kenney Ng*5 citations*
1056. **[Walrasian Dynamics in Multi-Unit Markets ↗](https://doi.org/10.1609/aaai.v33i01.33011812)**Simina Brânzei, Aris Filos-Ratsikas*5 citations*
1057. **[Wasserstein Soft Label Propagation on Hypergraphs: Algorithm and Generalization Error Bounds ↗](https://doi.org/10.1609/aaai.v33i01.33013630)**Tingran Gao, Shahab Asoodeh, Yi Huang et al.*5 citations*
1058. **[Who Blames Whom in a Crisis? Detecting Blame Ties from News Articles Using Neural Networks ↗](https://doi.org/10.1609/aaai.v33i01.3301655)**Shuailong Liang, Olivia Nicol, Yue Zhang*5 citations*
1059. **[Zero-Shot Adaptive Transfer for Conversational Language Understanding ↗](https://doi.org/10.1609/aaai.v33i01.33016642)**Sungjin Lee, Rahul Kumar Jha*5 citations*
1060. **[A PSPACE Subclass of Dependency Quantified Boolean Formulas and Its Effective Solving ↗](https://doi.org/10.1609/aaai.v33i01.33011584)**Christoph Scholl, Jie-Hong Roland Jiang, Ralf Wimmer et al.*4 citations*
1061. **[Adversarial Dropout for Recurrent Neural Networks ↗](https://doi.org/10.1609/aaai.v33i01.33014699)**Sungrae Park, Kyungwoo Song, Mingi Ji et al.*4 citations*
1062. **[Attention Guided Imitation Learning and Reinforcement Learning ↗](https://doi.org/10.1609/aaai.v33i01.33019906)**Ruohan Zhang*4 citations*
1063. **[Augmenting Markov Decision Processes with Advising ↗](https://doi.org/10.1609/aaai.v33i01.33012531)**Loïs Vanhée, Laurent Jeanpierre, Abdel‐Illah Mouaddib*4 citations*
1064. **[Automated Verification of Social Laws for Continuous Time Multi-Robot Systems ↗](https://doi.org/10.1609/aaai.v33i01.33017683)**Nir Ronen, Erez Karpas*4 citations*
1065. **[Binary Classifier Inspired by Quantum Theory ↗](https://doi.org/10.1609/aaai.v33i01.330110051)**Prayag Tiwari, Massimo Melucci*4 citations*
1066. **[CAFE: Adaptive VDI Workload Prediction with Multi-Grained Features ↗](https://doi.org/10.1609/aaai.v33i01.33015821)**Yao Zhang, Wenping Fan, Xuan Wu et al.*4 citations*
1067. **[Classifier-Agnostic Saliency Map Extraction ↗](https://doi.org/10.1609/aaai.v33i01.330110087)**Konrad Żołna, Krzysztof J. Geras, Kyunghyun Cho*4 citations*
1068. **[CompareLDA: A Topic Model for Document Comparison ↗](https://doi.org/10.1609/aaai.v33i01.33017112)**Maksim Tkachenko, Hady Wirawan Lauw*4 citations*
1069. **[Concurrency Debugging with MaxSMT ↗](https://doi.org/10.1609/aaai.v33i01.33011608)**Miguel Terra-Neves, Nuno Machado, Inês Lynce et al.*4 citations*
1070. **[Convergence of Learning Dynamics in Information Retrieval Games ↗](https://doi.org/10.1609/aaai.v33i01.33011780)**Omer Ben-Porat, Itay Rosenberg, Moshe Tennenholtz*4 citations*
1071. **[Convex Formulations for Fair Principal Component Analysis ↗](https://doi.org/10.1609/aaai.v33i01.3301663)**Matt Olfat, Anil J. Aswani*4 citations*
1072. **[Detecting Incongruity between News Headline and Body Text via a Deep Hierarchical Encoder ↗](https://doi.org/10.1609/aaai.v33i01.3301791)**Seunghyun Yoon, Kunwoo Park, Joongbo Shin et al.*4 citations*
1073. **[Disjunctive Normal Form for Multi-Agent Modal Logics Based on Logical Separability ↗](https://doi.org/10.1609/aaai.v33i01.33012817)**Liangda Fang, Kewen Wang, Zhe Wang et al.*4 citations*
1074. **[Document Informed Neural Autoregressive Topic Models with Distributional Prior ↗](https://doi.org/10.1609/aaai.v33i01.33016505)**Pankaj Gupta, Yatin Chaudhary, Florian Buettner et al.*4 citations*
1075. **[Dueling Bandits with Qualitative Feedback ↗](https://doi.org/10.1609/aaai.v33i01.33015549)**Liyuan Xu, Junya Honda, Masashi Sugiyama*4 citations*
1076. **[Dynamic Contracting under Positive Commitment ↗](https://doi.org/10.1609/aaai.v33i01.33012101)**Ilan Lobel, Renato Paes Leme*4 citations*
1077. **[Dynamic Vehicle Traffic Control Using Deep Reinforcement Learning in Automated Material Handling System ↗](https://doi.org/10.1609/aaai.v33i01.33019949)**Younkook Kang, Sungwon Lyu, Jeeyung Kim et al.*4 citations*
1078. **[EA Reader: Enhance Attentive Reader for Cloze-Style Question Answering via Multi-Space Context Fusion ↗](https://doi.org/10.1609/aaai.v33i01.33016375)**Chengzhen Fu, Yan Zhang*4 citations*
1079. **[Fast PMI-Based Word Embedding with Efficient Use of Unobserved Patterns ↗](https://doi.org/10.1609/aaai.v33i01.33017031)**Behrouz Haji Soleimani, Stan Matwin*4 citations*
1080. **[From Lab to Internship and Back Again: Learning Autonomous Systems through Creating a Research and Development Ecosystem ↗](https://doi.org/10.1609/aaai.v33i01.33019635)**Trevor Bihl, Todd Jenkins, Chadwick J. Cox et al.*4 citations*
1081. **[General Robustness Evaluation of Incentive Mechanism against Bounded Rationality Using Continuum-Armed Bandits ↗](https://doi.org/10.1609/aaai.v33i01.33016070)**Zehong Hu, Jie Zhang, Zhao Li*4 citations*
1082. **[Hierarchical Deep Feature Learning for Decoding Imagined Speech from EEG ↗](https://doi.org/10.1609/aaai.v33i01.330110019)**Pramit Saha, Sidney Fels*4 citations*
1083. **[Identifying Android Malware Using Network-Based Approaches ↗](https://doi.org/10.1609/aaai.v33i01.33019911)**Emily Alfs, Doina Caragea, Nathan Albin et al.*4 citations*
1084. **[Interleave Variational Optimization with Monte Carlo Sampling: A Tale of Two Approximate Inference Paradigms ↗](https://doi.org/10.1609/aaai.v33i01.33017900)**Qi Lou, Rina Dechter, Alexander Ihler*4 citations*
1085. **[Inverse Abstraction of Neural Networks Using Symbolic Interpolation ↗](https://doi.org/10.1609/aaai.v33i01.33013437)**Sumanth Dathathri, Sicun Gao, Richard M. Murray*4 citations*
1086. **[Is Everything Going According to Plan? Expectations in Goal Reasoning Agents ↗](https://doi.org/10.1609/aaai.v33i01.33019823)**Héctor Muñoz‐Avila, Dustin Dannenhauer, Noah Reifsnyder*4 citations*
1087. **[LENA: Locality-Expanded Neural Embedding for Knowledge Base Completion ↗](https://doi.org/10.1609/aaai.v33i01.33012895)**Fanshuang Kong, Richong Zhang, Yongyi Mao et al.*4 citations*
1088. **[Learning (from) Deep Hierarchical Structure among Features ↗](https://doi.org/10.1609/aaai.v33i01.33015837)**Yu Zhang, Lei Han*4 citations*
1089. **[Learning Disentangled Representation with Pairwise Independence ↗](https://doi.org/10.1609/aaai.v33i01.33014245)**Zejian Li, Yongchuan Tang, Wei Li et al.*4 citations*
1090. **[Learning Diverse Bayesian Networks ↗](https://doi.org/10.1609/aaai.v33i01.33017793)**Cong Chen, Changhe Yuan*4 citations*
1091. **[Learning Options with Interest Functions ↗](https://doi.org/10.1609/aaai.v33i01.33019955)**Khimya Khetarpal, Doina Precup*4 citations*
1092. **[Learning Uniform Semantic Features for Natural Language and Programming Language Globally, Locally and Sequentially ↗](https://doi.org/10.1609/aaai.v33i01.33015845)**Yudong Zhang, Wenhao Zheng, Ming Li*4 citations*
1093. **[Learning a Visual Tracker from a Single Movie without Annotation ↗](https://doi.org/10.1609/aaai.v33i01.33019095)**Lingxiao Yang, David D. Zhang, Lei Zhang*4 citations*
1094. **[Mechanism Design for Multi-Type Housing Markets with Acceptable Bundles ↗](https://doi.org/10.1609/aaai.v33i01.33012165)**Sujoy Sikdar, Sibel Adalı, Lirong Xia*4 citations*
1095. **[Mind Your Language: Abuse and Offense Detection for Code-Switched Languages ↗](https://doi.org/10.1609/aaai.v33i01.33019951)**Raghav Kapoor, Yaman Kumar, Kshitij Rajput et al.*4 citations*
1096. **[On the Proximity of Markets with Integral Equilibria ↗](https://doi.org/10.1609/aaai.v33i01.33011748)**Siddharth Barman, Sanath Kumar Krishnamurthy*4 citations*
1097. **[Optimization of Hierarchical Regression Model with Application to Optimizing Multi-Response Regression K-ary Trees ↗](https://doi.org/10.1609/aaai.v33i01.33015133)**Pooya Tavallali, Peyman Tavallali, Mukesh Kumar Singhal*4 citations*
1098. **[Orthogonality-Promoting Dictionary Learning via Bayesian Inference ↗](https://doi.org/10.1609/aaai.v33i01.33014472)**Lei Luo, Jie Xu, Cheng Dan Deng et al.*4 citations*
1099. **[Plan-Length Bounds: Beyond 1-Way Dependency ↗](https://doi.org/10.1609/aaai.v33i01.33017502)**Mohammad Abdulaziz*4 citations*
1100. **[QUAREL: A Dataset and Models for Answering Questions about Qualitative Relationships ↗](https://doi.org/10.1609/aaai.v33i01.33017063)**Oyvind Tafjord, Peter E. Clark, Matt Gardner et al.*4 citations*

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