Proceedings of the AAAI Conference on Artificial Intelligence 2015: all accepted papers
- Sequence-Form Algorithm for Computing Stackelberg Equilibria in Extensive-Form Games ↗Branislav Bošanský, Jiří Čermák29 citations
- Tensor-Variate Restricted Boltzmann Machines ↗Tu Dinh Nguyen, Truyen Tran, Dinh Phung et al.29 citations
- UT Austin Villa 2014: RoboCup 3D Simulation League Champion via Overlapping Layered Learning ↗Patrick MacAlpine, Mike Depinet, Peter Stone29 citations
- Combining Compact Representation and Incremental Generation in Large Games with Sequential Strategies ↗Branislav Bošanský, Albert Xin Jiang, Milind Tambe et al.28 citations
- Cross-Modal Image Clustering via Canonical Correlation Analysis ↗Cheng Jin, Wenhui Mao, Ruiqi Zhang et al.28 citations
- DynaDiffuse: A Dynamic Diffusion Model for Continuous Time Constrained Influence Maximization ↗Miao Xie, Qiusong Yang, Qing Wang et al.28 citations
- Exact Recoverability of Robust PCA via Outlier Pursuit with Tight Recovery Bounds ↗Hongyang Zhang, Zhouchen Lin, Chao Zhang et al.28 citations
- Learning Large-Scale Dynamic Discrete Choice Models of Spatio-Temporal Preferences with Application to Migratory Pastoralism in East Africa ↗Stefano Ermon, Yexiang Xue, Russell Toth et al.28 citations
- Stochastic Local Search for Satisfiability Modulo Theories ↗Andreas Fröhlich, Armin Biere, Christoph M. Wintersteiger et al.28 citations
- The Utility of Text: The Case of Amicus Briefs and the Supreme Court ↗Yanchuan Sim, Bryan Routledge, Noah A. Smith28 citations
- A Syntax-Independent Approach to Forgetting in Disjunctive Logic Programs ↗James P. Delgrande, Kewen Wang27 citations
- Extended Property Paths: Writing More SPARQL Queries in a Succinct Way ↗Valeria Fionda, Giuseppe Pirrò, Mariano P. Consens27 citations
- Toward Mobile Robots Reasoning Like Humans ↗Jean Oh, Arne J. Suppé, Felix Duvallet et al.27 citations
- Two Weighting Local Search for Minimum Vertex Cover ↗Shaowei Cai, Jinkun Lin, Kaile Su27 citations
- A New Granger Causal Model for Influence Evolution in Dynamic Social Networks: The Case of DBLP ↗Belkacem Chikhaoui, Mauricio Chiazzaro, Shengrui Wang26 citations
- Automated Problem List Generation from Electronic Medical Records in IBM Watson ↗Murthy V Devarakonda, Ching-Huei Tsou26 citations
- Bayesian Affect Control Theory of Self ↗Jesse Hoey, Tobias Schroeder26 citations
- Collaborative Topic Ranking: Leveraging Item Meta-Data for Sparsity Reduction ↗Weilong Yao, Jing He, Hua Wang et al.26 citations
- Controlled School Choice with Soft Bounds and Overlapping Types ↗Ryoji Kurata, Masahiro Goto, Atsushi Iwasaki et al.26 citations
- Coupled Interdependent Attribute Analysis on Mixed Data ↗Can Wang, Chi‐Hung Chi, Wei Zhou et al.26 citations
- Fully Proportional Representation with Approval Ballots: Approximating the MaxCover Problem with Bounded Frequencies in FPT Time ↗Piotr Skowron, Piotr Faliszewski26 citations
- Localized Centering: Reducing Hubness in Large-Sample Data ↗Kazuo Hara, Ikumi Suzuki, Masashi Shimbo et al.26 citations
- Moral Decision-Making by Analogy: Generalizations versus Exemplars ↗Joseph A. Blass, Kenneth D. Forbus26 citations
- Named Entity Recognition in Travel-Related Search Queries ↗Brooke Cowan, Sven Zethelius, Brittany Luk et al.26 citations
- Strategic Voting and Strategic Candidacy ↗Markus Brill, Vincent Conitzer26 citations
- A Nonconvex Relaxation Approach for Rank Minimization Problems ↗Xiaowei Zhong, Linli Xu, Yitan Li et al.25 citations
- A Tri-Role Topic Model for Domain-Specific Question Answering ↗Zongyang Ma, Aixin Sun, Quan Yuan et al.25 citations
- Constructing Models of User and Task Characteristics from Eye Gaze Data for User-Adaptive Information Highlighting ↗Matthew Gingerich, Cristina Conati25 citations
- Crowdsourced Action-Model Acquisition for Planning ↗Hankz Hankui Zhuo25 citations
- Effectively Predicting Whether and When a Topic Will Become Prevalent in a Social Network ↗Weiwei Liu, Zhihong Deng, Xiuwen Gong et al.25 citations
- Exploiting Task-Feature Co-Clusters in Multi-Task Learning ↗Linli Xu, Aiqing Huang, Jianhui Chen et al.25 citations
- Learning Partial Lexicographic Preference Trees over Combinatorial Domains ↗Xudong Liu, Mirosław Truszczyński25 citations
- Lifted Probabilistic Inference for Asymmetric Graphical Models ↗Guy Van den Broeck, Mathias Niepert25 citations
- Modeling Status Theory in Trust Prediction ↗Ying Wang, Xin Wang, Jiliang Tang et al.25 citations
- Multi-Agent Path Finding on Strongly Biconnected Digraphs ↗Adi Botea, Pavel Surynek25 citations
- Cerebella: Automatic Generation of Nonverbal Behavior for Virtual Humans ↗Margot Lhommet, Yuyu Xu, Stacy Marsella24 citations
- Extracting Verb Expressions Implying Negative Opinions ↗Huayi Li, Arjun Mukherjee, Jianfeng Si et al.24 citations
- Limitations of Front-To-End Bidirectional Heuristic Search ↗Joseph Barker, Richard E. Korf24 citations
- Optimal Column Subset Selection by A-Star Search ↗Hiromasa Arai, Crystal Maung, Haim Schweitzer24 citations
- Ordering-Sensitive and Semantic-Aware Topic Modeling ↗Min Yang, Tianyi Cui, Wenting Tu24 citations
- Solving and Explaining Analogy Questions Using Semantic Networks ↗Adrian Boteanu, Sonia Chernova24 citations
- A Counter Abstraction Technique for the Verification of Robot Swarms ↗Panagiotis Kouvaros, Alessio R. Lomuscio23 citations
- Efficient Active Learning of Halfspaces via Query Synthesis ↗Ibrahim Alabdulmohsin, Xin Gao, Xiangliang Zhang23 citations
- Marginalized Denoising for Link Prediction and Multi-Label Learning ↗Zheng Chen, Minmin Chen, Kilian Q. Weinberger et al.23 citations
- Metric Learning Driven Multi-Task Structured Output Optimization for Robust Keypoint Tracking ↗Li-Ming Zhao, Xi Li, Jun Xiao et al.23 citations
- Pathway Graphical Lasso ↗Maxim Grechkin, Maryam Fazel, Daniela Witten et al.23 citations
- Phrase Type Sensitive Tensor Indexing Model for Semantic Composition ↗Yu Zhao, Zhiyuan Liu, Maosong Sun23 citations
- Swiss-System Based Cascade Ranking for Gait-Based Person Re-Identification ↗Lan Wei, Yonghong Tian, Yaowei Wang et al.23 citations
- Approximate MaxEnt Inverse Optimal Control and Its Application for Mental Simulation of Human Interactions ↗De-An Huang, Amir‐massoud Farahmand, Kris Kitani et al.22 citations
- Colorization by Patch-Based Local Low-Rank Matrix Completion ↗Quanming Yao, T. Kwok James22 citations
- Efficient Extraction of QBF (Counter)models from Long-Distance Resolution Proofs ↗Valeriy Balabanov, Jie-Hong Jiang, Mikoláš Janota et al.22 citations
- Model-Based Reinforcement Learning in Continuous Environments Using Real-Time Constrained Optimization ↗Olov Andersson, Fredrik Heintz, Patrick Doherty22 citations
- Online Learning and Profit Maximization from Revealed Preferences ↗Kareem Amin, Rachel Cummings, Lili Dworkin et al.22 citations
- Parallelized Hitting Set Computation for Model-Based Diagnosis ↗Dietmar Jannach, Thomas Schmitz, Kostyantyn M. Shchekotykhin22 citations
- Spectral Clustering Using Multilinear SVD: Analysis, Approximations and Applications ↗Debarghya Ghoshdastidar, Ambedkar Dukkipati22 citations
- The Complexity of Recognizing Incomplete Single-Crossing Preferences ↗Edith Elkind, Piotr Faliszewski, Martin Lackner et al.22 citations
- tBurton: A Divide and Conquer Temporal Planner ↗David Wang, Brian Charles Williams22 citations
- A Planning-Based Assistance System for Setting Up a Home Theater ↗Pascal Bercher, Felix Richter, Thilo Hörnle et al.21 citations
- Combining Machine Learning and Crowdsourcing for Better Understanding Commodity Reviews ↗Heting Wu, Hailong Sun, Yili Fang et al.21 citations
- Improving Cross-Domain Recommendation through Probabilistic Cluster-Level Latent Factor Model ↗Siting Ren, Sheng Gao, Jianxin Liao et al.21 citations
- Incentives for Subjective Evaluations with Private Beliefs ↗Goran Radanović, Boi V. Faltings21 citations
- Matching with Dynamic Ordinal Preferences ↗Hadi Hosseini, Kate S. Larson, Robin A Cohen21 citations
- Modelling Class Noise with Symmetric and Asymmetric Distributions ↗Jun Du, Zhihua Cai21 citations
- OMNI-Prop: Seamless Node Classification on Arbitrary Label Correlation ↗Yuto Yamaguchi, Christos Faloutsos, Hiroyuki Kitagawa21 citations
- Plurality Voting Under Uncertainty ↗Reshef Meir21 citations
- Prajna: Towards Recognizing Whatever You Want from Images without Image Labeling ↗Xian‐Sheng Hua, Jin Li21 citations
- Using Frame Semantics for Knowledge Extraction from Twitter ↗Anders Søgaard, Barbara Plank, Hector Alonso21 citations
- A Logic for Reasoning About Game Strategies ↗Dongmo Zhang, Michael Thielscher20 citations
- Aggregating User Input in Ecology Citizen Science Projects ↗Greg Hines, Alexandra Swanson, Margaret Kosmala et al.20 citations
- Deep Modeling Complex Couplings within Financial Markets ↗Wei Cao, Liang Hu, Longbing Cao20 citations
- Eigenvalues Ratio for Kernel Selection of Kernel Methods ↗Yong Liu, Shizhong Liao20 citations
- Graph Analysis for Detecting Fraud, Waste, and Abuse in Healthcare Data ↗Juan Liu, Eric A. Bier, Aaron Wilson et al.20 citations
- Justified Representation in Approval-Based Committee Voting ↗Haris Aziz, Markus Brill, Vincent Conitzer et al.20 citations
- Learning to Recommend Quotes for Writing ↗Jiwei Tan, Xiaojun Wan, Jianguo Xiao20 citations
- Maestoso: An Intelligent Educational Sketching Tool for Learning Music Theory ↗Paul Taele, Laura Barreto, Tracy Hammond20 citations
- Scheherazade: Crowd-Powered Interactive Narrative Generation ↗Boyang Li, Mark Riedl20 citations
- The Boundary Forest Algorithm for Online Supervised and Unsupervised Learning ↗Charles Mathy, Nate Derbinsky, José Bento et al.20 citations
- The Winograd Schema Challenge: Evaluating Progress in Commonsense Reasoning ↗Leora Morgenstern, Charles Ortiz20 citations
- Audit Games with Multiple Defender Resources ↗Jeremiah Blocki, Nicolas Christin, Anupam Datta et al.19 citations
- Automatic Topic Discovery for Multi-Object Tracking ↗Wenhan Luo, Björn Stenger, Xiaowei Zhao et al.19 citations
- Challenges in Resource and Cost Allocation ↗Toby Walsh19 citations
- Cross-Modal Similarity Learning via Pairs, Preferences, and Active Supervision ↗Yi Zhen, Piyush Rai, Hongyuan Zha et al.19 citations
- Elections with Few Voters: Candidate Control Can Be Easy ↗Jiehua Chen, Piotr Faliszewski, Rolf Niedermeier et al.19 citations
- English Light Verb Construction Identification Using Lexical Knowledge ↗Wei-Te Chen, Claire Bonial, Martha Stone Palmer19 citations
- Existential Rule Languages with Finite Chase: Complexity and Expressiveness ↗Heng Zhang, Yan Zhang, Jia-Huai You19 citations
- Hedonic Coalition Formation in Networks ↗Martin Hoefer, Daniel Vaz, Lisa Wagner19 citations
- Mechanism Design for Team Formation ↗Mason Wright, Yevgeniy Vorobeychik19 citations
- Noise-Robust Semi-Supervised Learning by Large-Scale Sparse Coding ↗Zhiwu Lu, Xin Gao, Liwei Wang et al.19 citations
- SMT-Based Validation of Timed Failure Propagation Graphs ↗Marco Bozzano, Alessandro Cimatti, Marco Gario et al.19 citations
- Towards Tractable and Practical ABox Abduction over Inconsistent Description Logic Ontologies ↗Jianfeng Du, Kewen Wang, Yi-Dong Shen19 citations
- A Nonparametric Online Model for Air Quality Prediction ↗Vitor Guizilini, Fabio Tozeto Ramos18 citations
- Best-Response Planning of Thermostatically Controlled Loads under Power Constraints ↗Frits de Nijs, Matthijs T. J. Spaan, Mathijs M. De Weerdt18 citations
- Convergent Plans for Large-Scale Evacuations ↗Caroline Even, Victor Pillac, Pascal Van Hentenryck18 citations
- Exploiting Submodular Value Functions for Faster Dynamic Sensor Selection ↗Yash Satsangi, Shimon Whiteson, Frans Adriaan Oliehoek18 citations
- Integrating Features and Similarities: Flexible Models for Heterogeneous Multiview Data ↗Wenzhao Lian, Piyush Rai, Esther Salazar et al.18 citations
- Learning Word Representations from Relational Graphs ↗Danushka Bollegala, Takanori Maehara, Yuichi Yoshida et al.18 citations
- Leveraging Features and Networks for Probabilistic Tensor Decomposition ↗Piyush Rai, Yingjian Wang, Lawrence Carin18 citations
- Pearl's Causality in a Logical Setting ↗Alexander Bochman, Vladimir Lifschitz18 citations
- Surveyor: A System for Generating Coherent Survey Articles for Scientific Topics ↗Rahul Kumar Jha, Reed Coke, Dragomir Radev18 citations
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