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

Robustness Can Be Cheap: A Highly Efficient Approach to Discover Outliers under High Outlier Ratios ↗Siqi Wang, En Zhu, Xiping Hu et al.6 citations
Robustness Envelopes for Temporal Plans ↗Michael Cashmore, Alessandro Cimatti, Daniele Magazzeni et al.6 citations
Satisfiability in Strategy Logic Can Be Easier than Model Checking ↗Erman Acar, Massimo Benerecetti, Fabio Mogavero6 citations
Scaling-Up Split-Merge MCMC with Locality Sensitive Sampling (LSS) ↗Chen Luo, Anshumali Shrivastava6 citations
Self-Adversarially Learned Bayesian Sampling ↗Yang Zhao, Jianyi Zhang, Changyou Chen6 citations
Sentence-Wise Smooth Regularization for Sequence to Sequence Learning ↗Chengyue Gong, Xu Tan, Di He et al.6 citations
Spatial Mixture Models with Learnable Deep Priors for Perceptual Grouping ↗Jinyang Yuan, Bin Li, Xiangyang Xue6 citations
Strong Equivalence for Epistemic Logic Programs Made Easy ↗Wolfgang Faber, Michael Morak, Stefan Woltran6 citations
Task Transfer by Preference-Based Cost Learning ↗Mingxuan Jing, Xiaojian Ma, Wenbing Huang et al.6 citations
Towards Better Interpretability in Deep Q-Networks ↗Raghuram Mandyam Annasamy, Katia P. Sycara6 citations
Using Benson’s Algorithm for Regularization Parameter Tracking ↗Joachim Giesen, Sören Laue, Andreas Löhne et al.6 citations
Word Embedding as Maximum A Posteriori Estimation ↗Shoaib Jameel, Zihao Fu, Bei Shi et al.6 citations
A General Planning-Based Framework for Goal-Driven Conversation Assistant ↗Zhuoxuan Jiang, Jie Ma, Jingyi Lu et al.5 citations
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 ↗Joshua Eckroth, Eric Schoen5 citations
Bayesian Execution Skill Estimation ↗Christopher Archibald, Delma Nieves-Rivera5 citations
Be Inaccurate but Don’t Be Indecisive: How Error Distribution Can Affect User Experience ↗Rafael Rodrigues Padovani, Lucas N. Ferreira, Levi H. S. Lelis5 citations
Belief Change and Non-Monotonic Reasoning Sans Compactness ↗Jandson S. Ribeiro, Abhaya Nayak, Renata Wassermann5 citations
Bias-Variance Trade-Off in Hierarchical Probabilistic Models Using Higher-Order Feature Interactions ↗Simon Luo, Mahito Sugiyama5 citations
Cost-Sensitive Learning to Rank ↗Ryan McBride, Ke Wang, Zhouyang Ren et al.5 citations
DBA: Dynamic Multi-Armed Bandit Algorithm ↗Sadegh Nobari5 citations
Data-Adaptive Metric Learning with Scale Alignment ↗Shuo Chen, Chen Gong, Jian Jun Yang et al.5 citations
Dimension-Free Error Bounds from Random Projections ↗Ata Kabán5 citations
Early-Stopping of Scattering Pattern Observation with Bayesian Modeling ↗Akinori Asahara, Hidekazu Morita, Chiharu Mitsumata et al.5 citations
Efficient Concept Induction for Description Logics ↗Md Kamruzzaman Sarker, Pascal Hitzler5 citations
Election with Bribed Voter Uncertainty: Hardness and Approximation Algorithm ↗Lin Chen, Lei Xu, Shouhuai Xu et al.5 citations
Estimating the Causal Effect from Partially Observed Time Series ↗Akane Iseki, Yusuke Mukuta, Yoshitaka Ushiku et al.5 citations
Evolutionarily Learning Multi-Aspect Interactions and Influences from Network Structure and Node Content ↗Songlei Jian, Liang Hu, Longbing Cao et al.5 citations
Fast Iterative Combinatorial Auctions via Bayesian Learning ↗Gianluca Brero, Sebastien M. Lahaie, Sven Seuken5 citations
Finding All Bayesian Network Structures within a Factor of Optimal ↗Zhenyu A. Liao, Charupriya Sharma, James Cussens et al.5 citations
Free VQA Models from Knowledge Inertia by Pairwise Inconformity Learning ↗Yiyi Zhou, Rongrong Ji, Jinsong Su et al.5 citations
Greedy Maximization of Functions with Bounded Curvature under Partition Matroid Constraints ↗Tobias Friedrich, Andreas Göbel, Frank Neumann et al.5 citations
Incorporating Behavioral Constraints in Online AI Systems ↗Avinash Balakrishnan, Djallel Bouneffouf, Nicholas Mattei et al.5 citations
Labor Division with Movable Walls: Composing Executable Specifications with Machine Learning and Search (Blue Sky Idea) ↗David Harel, Assaf Marron, Ariel Rosenfeld et al.5 citations
Latent Multi-Task Architecture Learning ↗Sebastian Ruder, Joachim Bingel, Isabelle Augenstein et al.5 citations
Learning Personalized Attribute Preference via Multi-Task AUC Optimization ↗Zhiyong Yang, Qianqian Xu, Xiaochun Cao et al.5 citations
Leveraging Observations in Bandits: Between Risks and Benefits ↗Andrei Lupu, Audrey Durand, Doina Precup5 citations
Memory Bounded Open-Loop Planning in Large POMDPs Using Thompson Sampling ↗Thomy Phan, Lenz Belzner, Marie Kiermeier et al.5 citations
Mode Variational LSTM Robust to Unseen Modes of Variation: Application to Facial Expression Recognition ↗Wissam J. Baddar, Yong Man Ro5 citations
Multi-Agent Discussion Mechanism for Natural Language Generation ↗Xu Li, Mingming Sun, Ping Li5 citations
On the Optimal Efficiency of Cost-Algebraic A* ↗Robert C. Holte, Sandra Zilles5 citations
Optimal Surveillance of Covert Networks by Minimizing Inverse Geodesic Length ↗Serge Gaspers, Kamran Najeebullah5 citations
Querying NoSQL with Deep Learning to Answer Natural Language Questions ↗Sebastian Blank, Florian Wilhelm, Hans-Péter Zorn et al.5 citations
Real-Time Planning as Decision-Making under Uncertainty ↗Andrew Mitchell, Wheeler Ruml, Fabian Spaniol et al.5 citations
Regularizing Fully Convolutional Networks for Time Series Classification by Decorrelating Filters ↗Kaushal Paneri, Vishnu Tv, Pankaj Malhotra et al.5 citations
Robustness Guarantees for Bayesian Inference with Gaussian Processes ↗Luca Cardelli, Marta Kwiatkowska, Luca Laurenti et al.5 citations
Selecting Compliant Agents for Opt-in Micro-Tolling ↗Josiah P. Hanna, Guni Sharon, Stephen D. Boyles et al.5 citations
Semi-Parametric Sampling for Stochastic Bandits with Many Arms ↗Mingdong Ou, Nan Li, Cheng Hong Yang et al.5 citations
Semi-Supervised Feature Selection with Adaptive Discriminant Analysis ↗Weichan Zhong, Xiaojun Chen, Guowen Yuan et al.5 citations
SpHMC: Spectral Hamiltonian Monte Carlo ↗Haoyi Xiong, Kafeng Wang, Jiang Bian et al.5 citations
Task Embedded Coordinate Update: A Realizable Framework for Multivariate Non-Convex Optimization ↗Yiyang Wang, Risheng Liu, Long Ma et al.5 citations
Task-Driven Common Representation Learning via Bridge Neural Network ↗Yao Hua Xu, Xueshuang Xiang, Meiyu Huang5 citations
Temporal Anomaly Detection: Calibrating the Surprise ↗Eyal Gutflaish, Aryeh Kontorovich, Sivan Sabato A et al.5 citations
Towards Gene Function Prediction via Multi-Networks Representation Learning ↗Hansheng Xue, Jiajie Peng, Xuequn Shang5 citations
Transductive Zero-Shot Learning via Visual Center Adaptation ↗Ziyu Wan, Yan Li, Min Yang et al.5 citations
Unsupervised Learning with Contrastive Latent Variable Models ↗Kristen Severson, Soumya Ghosh, Kenney Ng5 citations
Walrasian Dynamics in Multi-Unit Markets ↗Simina Brânzei, Aris Filos-Ratsikas5 citations
Wasserstein Soft Label Propagation on Hypergraphs: Algorithm and Generalization Error Bounds ↗Tingran Gao, Shahab Asoodeh, Yi Huang et al.5 citations
Who Blames Whom in a Crisis? Detecting Blame Ties from News Articles Using Neural Networks ↗Shuailong Liang, Olivia Nicol, Yue Zhang5 citations
Zero-Shot Adaptive Transfer for Conversational Language Understanding ↗Sungjin Lee, Rahul Kumar Jha5 citations
A PSPACE Subclass of Dependency Quantified Boolean Formulas and Its Effective Solving ↗Christoph Scholl, Jie-Hong Roland Jiang, Ralf Wimmer et al.4 citations
Adversarial Dropout for Recurrent Neural Networks ↗Sungrae Park, Kyungwoo Song, Mingi Ji et al.4 citations
Attention Guided Imitation Learning and Reinforcement Learning ↗Ruohan Zhang4 citations
Augmenting Markov Decision Processes with Advising ↗Loïs Vanhée, Laurent Jeanpierre, Abdel‐Illah Mouaddib4 citations
Automated Verification of Social Laws for Continuous Time Multi-Robot Systems ↗Nir Ronen, Erez Karpas4 citations
Binary Classifier Inspired by Quantum Theory ↗Prayag Tiwari, Massimo Melucci4 citations
CAFE: Adaptive VDI Workload Prediction with Multi-Grained Features ↗Yao Zhang, Wenping Fan, Xuan Wu et al.4 citations
Classifier-Agnostic Saliency Map Extraction ↗Konrad Żołna, Krzysztof J. Geras, Kyunghyun Cho4 citations
CompareLDA: A Topic Model for Document Comparison ↗Maksim Tkachenko, Hady Wirawan Lauw4 citations
Concurrency Debugging with MaxSMT ↗Miguel Terra-Neves, Nuno Machado, Inês Lynce et al.4 citations
Convergence of Learning Dynamics in Information Retrieval Games ↗Omer Ben-Porat, Itay Rosenberg, Moshe Tennenholtz4 citations
Convex Formulations for Fair Principal Component Analysis ↗Matt Olfat, Anil J. Aswani4 citations
Detecting Incongruity between News Headline and Body Text via a Deep Hierarchical Encoder ↗Seunghyun Yoon, Kunwoo Park, Joongbo Shin et al.4 citations
Disjunctive Normal Form for Multi-Agent Modal Logics Based on Logical Separability ↗Liangda Fang, Kewen Wang, Zhe Wang et al.4 citations
Document Informed Neural Autoregressive Topic Models with Distributional Prior ↗Pankaj Gupta, Yatin Chaudhary, Florian Buettner et al.4 citations
Dueling Bandits with Qualitative Feedback ↗Liyuan Xu, Junya Honda, Masashi Sugiyama4 citations
Dynamic Contracting under Positive Commitment ↗Ilan Lobel, Renato Paes Leme4 citations
Dynamic Vehicle Traffic Control Using Deep Reinforcement Learning in Automated Material Handling System ↗Younkook Kang, Sungwon Lyu, Jeeyung Kim et al.4 citations
EA Reader: Enhance Attentive Reader for Cloze-Style Question Answering via Multi-Space Context Fusion ↗Chengzhen Fu, Yan Zhang4 citations
Fast PMI-Based Word Embedding with Efficient Use of Unobserved Patterns ↗Behrouz Haji Soleimani, Stan Matwin4 citations
From Lab to Internship and Back Again: Learning Autonomous Systems through Creating a Research and Development Ecosystem ↗Trevor Bihl, Todd Jenkins, Chadwick J. Cox et al.4 citations
General Robustness Evaluation of Incentive Mechanism against Bounded Rationality Using Continuum-Armed Bandits ↗Zehong Hu, Jie Zhang, Zhao Li4 citations
Hierarchical Deep Feature Learning for Decoding Imagined Speech from EEG ↗Pramit Saha, Sidney Fels4 citations
Identifying Android Malware Using Network-Based Approaches ↗Emily Alfs, Doina Caragea, Nathan Albin et al.4 citations
Interleave Variational Optimization with Monte Carlo Sampling: A Tale of Two Approximate Inference Paradigms ↗Qi Lou, Rina Dechter, Alexander Ihler4 citations
Inverse Abstraction of Neural Networks Using Symbolic Interpolation ↗Sumanth Dathathri, Sicun Gao, Richard M. Murray4 citations
Is Everything Going According to Plan? Expectations in Goal Reasoning Agents ↗Héctor Muñoz‐Avila, Dustin Dannenhauer, Noah Reifsnyder4 citations
LENA: Locality-Expanded Neural Embedding for Knowledge Base Completion ↗Fanshuang Kong, Richong Zhang, Yongyi Mao et al.4 citations
Learning (from) Deep Hierarchical Structure among Features ↗Yu Zhang, Lei Han4 citations
Learning Disentangled Representation with Pairwise Independence ↗Zejian Li, Yongchuan Tang, Wei Li et al.4 citations
Learning Diverse Bayesian Networks ↗Cong Chen, Changhe Yuan4 citations
Learning Options with Interest Functions ↗Khimya Khetarpal, Doina Precup4 citations
Learning Uniform Semantic Features for Natural Language and Programming Language Globally, Locally and Sequentially ↗Yudong Zhang, Wenhao Zheng, Ming Li4 citations
Learning a Visual Tracker from a Single Movie without Annotation ↗Lingxiao Yang, David D. Zhang, Lei Zhang4 citations
Mechanism Design for Multi-Type Housing Markets with Acceptable Bundles ↗Sujoy Sikdar, Sibel Adalı, Lirong Xia4 citations
Mind Your Language: Abuse and Offense Detection for Code-Switched Languages ↗Raghav Kapoor, Yaman Kumar, Kshitij Rajput et al.4 citations
On the Proximity of Markets with Integral Equilibria ↗Siddharth Barman, Sanath Kumar Krishnamurthy4 citations
Optimization of Hierarchical Regression Model with Application to Optimizing Multi-Response Regression K-ary Trees ↗Pooya Tavallali, Peyman Tavallali, Mukesh Kumar Singhal4 citations
Orthogonality-Promoting Dictionary Learning via Bayesian Inference ↗Lei Luo, Jie Xu, Cheng Dan Deng et al.4 citations
Plan-Length Bounds: Beyond 1-Way Dependency ↗Mohammad Abdulaziz4 citations
QUAREL: A Dataset and Models for Answering Questions about Qualitative Relationships ↗Oyvind Tafjord, Peter E. Clark, Matt Gardner et al.4 citations

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

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