Proceedings of the AAAI Conference on Artificial Intelligence 2017: all accepted papers
- Recurrent Attentional Topic Model ↗Shuangyin Li, Yu Zhang, Rong Pan et al.15 citations
- SCOPE: Scalable Composite Optimization for Learning on Spark ↗Shen-Yi Zhao, Ru Xiang, Ying-Hao Shi et al.15 citations
- Collaborative User Clustering for Short Text Streams ↗Shangsong Liang, Zhaochun Ren, Emine Yılmaz et al.14 citations
- Cost-Sensitive Feature Selection via F-Measure Optimization Reduction ↗Meng Liu, Chang Xu, Yong Luo et al.14 citations
- Cross-Domain Kernel Induction for Transfer Learning ↗Wei-Cheng Chang, Yuexin Wu, Hanxiao Liu et al.14 citations
- Dynamic Optimization of Landscape Connectivity Embedding Spatial-Capture-Recapture Information ↗Yexiang Xue, Xiaojian Wu, Dana J. Morin et al.14 citations
- Fredholm Multiple Kernel Learning for Semi-Supervised Domain Adaptation ↗Wei Wang, Hao Wang, Chen Zhang et al.14 citations
- Goal Operations for Cognitive Systems ↗Michael Thomas Cox, Dustin Dannenhauer, Sravya Kondrakunta14 citations
- Improving Surveillance Using Cooperative Target Observation ↗Rashi Aswani, Sai Krishna Munnangi, Praveen Paruchuri14 citations
- Incorporating Domain-Independent Planning Heuristics in Hierarchical Planning ↗Vikas Shivashankar, Ron Alford, David W. Aha14 citations
- Maximum Model Counting ↗Daniel J. Fremont, Markus N. Rabe, Sanjit Arunkumar Seshia14 citations
- Multiwinner Approval Rules as Apportionment Methods ↗Markus Brill, Jean‐François Laslier, Piotr Skowron14 citations
- Near-Optimal Active Learning of Halfspaces via Query Synthesis in the Noisy Setting ↗Lin Chen, Hamed Hassani, Amin Karbasi14 citations
- Optimal Sequential Drilling for Hydrocarbon Field Development Planning ↗Rubén Rodríguez Torrado, Jesús Ríos, Gerald J. Tesauro14 citations
- Recognising Multidimensional Euclidean Preferences ↗Dominik Peters14 citations
- Sparse Boltzmann Machines with Structure Learning as Applied to Text Analysis ↗Zhourong Chen, Nevin Lianwen Zhang, Dit‐Yan Yeung et al.14 citations
- Structure Regularized Unsupervised Discriminant Feature Analysis ↗Mingyu Fan, Xiaojun Chang, Dacheng Tao14 citations
- Thompson Sampling for Stochastic Bandits with Graph Feedback ↗Aristide C. Y. Tossou, Christos Dimitrakakis, Devdatt Dubhashi14 citations
- Translation Prediction with Source Dependency-Based Context Representation ↗Kehai Chen, Tiejun Zhao, Muyun Yang et al.14 citations
- Tsallis Regularized Optimal Transport and Ecological Inference ↗Boris Muzellec, Richard Nock, Giorgio Patrini et al.14 citations
- A Dynamic Window Neural Network for CCG Supertagging ↗Huijia Wu, Jiajun Zhang, Chengqing Zong13 citations
- Automated Data Cleansing through Meta-Learning ↗Ian Gemp, Georgios Theocharous, Mohammad Ghavamzadeh13 citations
- Boosting for Real-Time Multivariate Time Series Classification ↗Haishuai Wang, Jun Wu13 citations
- Combining Logical Abduction and Statistical Induction: Discovering Written Primitives with Human Knowledge ↗Wang-Zhou Dai, Zhi‐Hua Zhou13 citations
- Convex Co-Embedding for Matrix Completion with Predictive Side Information ↗Yuhong Guo13 citations
- Deep Music: Towards Musical Dialogue ↗Mason Bretan, Sageev Oore, Jesse Engel et al.13 citations
- Deterministic Attention for Sequence-to-Sequence Constituent Parsing ↗Chunpeng Ma, Lemao Liu, Akihiro Tamura et al.13 citations
- Efficient Stochastic Optimization for Low-Rank Distance Metric Learning ↗Jie Zhang, Lijun Zhang13 citations
- Extensive-Form Perfect Equilibrium Computation in Two-Player Games ↗Gabriele Farina, Nicola Gatti13 citations
- From Shared Subspaces to Shared Landmarks: A Robust Multi-Source Classification Approach ↗Sarah Erfani, Mahsa Baktashmotlagh, Masud Moshtaghi et al.13 citations
- Hindsight Optimization for Hybrid State and Action MDPs ↗Aswin Raghavan, Scott Sanner, Roni Khardon et al.13 citations
- Network, Popularity and Social Cohesion: A Game-Theoretic Approach ↗Jiamou Liu, Ziheng Wei13 citations
- Strategic Social Network Analysis ↗Tomasz Michalak, Talal Rahwan, Michael Wooldridge13 citations
- Systematic Exploration of Larger Local Search Neighborhoods for the Minimum Vertex Cover Problem ↗Maximilian Katzmann, Christian Komusiewicz13 citations
- Towards Continuous Scientific Data Analysis and Hypothesis Evolution ↗Yolanda Gil, Daniel Garijo, Varun Ratnakar et al.13 citations
- Unsupervised Learning for Lexicon-Based Classification ↗Jacob Eisenstein13 citations
- A Theoretical Analysis of First Heuristics of Crowdsourced Entity Resolution ↗Arya Mazumdar, Barna Saha12 citations
- Bounding the Probability of Resource Constraint Violations in Multi-Agent MDPs ↗Frits de Nijs, Erwin Walraven, Mathijs M. De Weerdt et al.12 citations
- CBRAP: Contextual Bandits with RAndom Projection ↗Xiaotian Yu, Michael Rung-Tsong Lyu, Irwin King12 citations
- Decentralized Planning in Stochastic Environments with Submodular Rewards ↗Rajiv Kumar, Pradeep Reddy Varakantham, Akshat Kumar12 citations
- ERMMA: Expected Risk Minimization for Matrix Approximation-based Recommender Systems ↗Dongsheng Li, Chao Chen, Qin Lv et al.12 citations
- Efficient Delivery Policy to Minimize User Traffic Consumption in Guaranteed Advertising ↗Jia Zhang, Zheng Wang, Qian Li et al.12 citations
- Fast Inverse Reinforcement Learning with Interval Consistent Graph for Driving Behavior Prediction ↗Masamichi Shimosaka, Junichi Sato, Kazuhito Takenaka et al.12 citations
- Learning to Prune Dominated Action Sequences in Online Black-Box Planning ↗Yuu Jinnai, Alex S. Fukunaga12 citations
- MPGL: An Efficient Matching Pursuit Method for Generalized LASSO ↗Dong Gong, Mingkui Tan, Yanning Zhang et al.12 citations
- Optimizing Expectation with Guarantees in POMDPs ↗Krishnendu Chatterjee, Petr Novotný, Guillermo A. Pérez et al.12 citations
- Parameterised Verification of Infinite State Multi-Agent Systems via Predicate Abstraction ↗Panagiotis Kouvaros, Alessio R. Lomuscio12 citations
- Rigging Nearly Acyclic Tournaments Is Fixed-Parameter Tractable ↗M. Ramanujan, Stefan Szeider12 citations
- Robust Execution of Probabilistic Temporal Plans ↗Kyle Lund, Sam Dietrich, Scott Chow et al.12 citations
- Sparse Subspace Clustering by Learning Approximation ℓ0 Codes ↗Jun Li, Yu Kong, Yun Fu12 citations
- The Multivariate Generalised von Mises Distribution: Inference and Applications ↗Alexandre K. W. Navarro, Jes Frellsen, Richard E. Turner12 citations
- Three New Algorithms to Solve N-POMDPs ↗Yann Dujardin, Thomas G. Dietterich, Iadine Chadès12 citations
- Top-k Hierarchical Classification ↗Sechan Oh12 citations
- Weakly-Supervised Deep Nonnegative Low-Rank Model for Social Image Tag Refinement and Assignment ↗Zechao Li, Jinhui Tang12 citations
- When Does Bounded-Optimal Metareasoning Favor Few Cognitive Systems? ↗Smitha Milli, Falk Lieder, Thomas L. Griffiths12 citations
- ARTY: Fueling Creativity through Art, Robotics and Technology for Youth ↗Debra T. Burhans, Karthik Dantu11 citations
- Accelerating Multiagent Reinforcement Learning through Transfer Learning ↗Felipe da Silva, Anna Helena Reali Costa11 citations
- Active Learning with Cross-Class Similarity Transfer ↗Yuchen Guo, Guiguang Ding, Yue Gao et al.11 citations
- An Event Reconstruction Tool for Conflict Monitoring Using Social Media ↗Junwei Liang, Desai Fan, Han Lu et al.11 citations
- Analogical Chaining with Natural Language Instruction for Commonsense Reasoning ↗Joseph A. Blass, Kenneth D. Forbus11 citations
- Anytime Anyspace AND/OR Search for Bounding the Partition Function ↗Qi Lou, Rina Dechter, Alexander Ihler11 citations
- Automated Design of Robust Mechanisms ↗Michael Albert, Vincent Conitzer, Peter Stone11 citations
- Beyond IID: Learning to Combine Non-IID Metrics for Vision Tasks ↗Yinghuan Shi, Wenbin Li, Yang Gao et al.11 citations
- Bootstrapping with Models: Confidence Intervals for Off-Policy Evaluation ↗Josiah P. Hanna, Peter Stone, Scott Niekum11 citations
- Explaining Ourselves: Human-Aware Constraint Reasoning ↗Eugene C. Freuder11 citations
- Kont: Computing Tradeoffs in Normative Multiagent Systems ↗Özgür Kafalı, Nirav Ajmeri, Munindar P. Singh11 citations
- Learning Residual Alternating Automata ↗Sebastian Berndt, Maciej Liśkiewicz, Matthias Lutter et al.11 citations
- Leveraging Video Descriptions to Learn Video Question Answering ↗Kuo-Hao Zeng, Tseng-Hung Chen, Ching-Yao Chuang et al.11 citations
- Multi-Kernel Low-Rank Dictionary Pair Learning for Multiple Features Based Image Classification ↗Xiaoke Zhu, Xiao‐Yuan Jing, Fei Wu et al.11 citations
- Natural Language Dialogue for Building and Learning Models and Structures ↗Ian Perera, James F. Allen, Lucian Galescu et al.11 citations
- On Pareto Optimality in Social Distance Games ↗Alkida Balliu, Michele Flammini, Dennis Olivetti11 citations
- Personalized Donor-Recipient Matching for Organ Transplantation ↗Jinsung Yoon, Ahmed M. Alaa, Martín Cadeiras et al.11 citations
- Probably Approximately Efficient Combinatorial Auctions via Machine Learning ↗Gianluca Brero, Benjamin Lubin, Sven Seuken11 citations
- Problem Difficulty and the Phase Transition in Heuristic Search ↗Eldan Cohen, J. Christopher Beck11 citations
- Profit-Driven Team Grouping in Social Networks ↗Shaojie Tang11 citations
- Risk-Aware Planning: Methods and Case Study on Safe Driving Route ↗John C. Krumm, Eric Horvitz11 citations
- Soft Video Parsing by Label Distribution Learning ↗Xin Geng, Miaogen Ling11 citations
- Spatial Projection of Multiple Climate Variables Using Hierarchical Multitask Learning ↗André Ricardo Gonçalves, Arindam Banerjee, Fernando José Von Zuben11 citations
- The Kernel Kalman Rule — Efficient Nonparametric Inference with Recursive Least Squares ↗Gregor H. W. Gebhardt, Andras Kupcsik, Gerhard M. Neumann11 citations
- The Unusual Suspects: Deep Learning Based Mining of Interesting Entity Trivia from Knowledge Graphs ↗Nausheen Fatma, Manoj Kumar Chinnakotla, Manish Shrivastava11 citations
- Tractable Algorithms for Approximate Nash Equilibria in Generalized Graphical Games with Tree Structure ↗Luis E. Ortiz, Mohammad Irfan11 citations
- What's Hot in Evolutionary Computation ↗Tobias Friedrich, Frank Neumann11 citations
- A Generic Bet-and-Run Strategy for Speeding Up Stochastic Local Search ↗Tobias Friedrich, Timo Kötzing, Markus Wagner10 citations
- Axiomatic Characterization of Game-Theoretic Network Centralities ↗Oskar Skibski, Tomasz Michalak, Talal Rahwan10 citations
- Centralized versus Personalized Commitments and Their Influence on Cooperation in Group Interactions ↗The Anh Han, Luı́s Moniz Pereira, Luis A. Martínez-Vaquero et al.10 citations
- Deep Hashing: A Joint Approach for Image Signature Learning ↗Yadong Mu, Zhu Liu10 citations
- Fast Online Incremental Learning on Mixture Streaming Data ↗Yi Wang, Xin Fan, Zhongxuan Luo et al.10 citations
- Fast SSP Solvers Using Short-Sighted Labeling ↗Luis Pineda, Kyle Hollins Wray, Shlomo Zilberstein B10 citations
- Improving Deep Reinforcement Learning with Knowledge Transfer ↗Ruben Glatt, Anna Helena Reali Costa10 citations
- Inductive Reasoning about Ontologies Using Conceptual Spaces ↗Zied Bouraoui, Shoaib Jameel, Steven Schockaert10 citations
- Latent Dirichlet Allocation for Unsupervised Activity Analysis on an Autonomous Mobile Robot ↗Paul Duckworth, Muhannad Alomari, James Charles et al.10 citations
- Learning Implicit Tasks for Patient-Specific Risk Modeling in ICU ↗Nozomi Nori, Hisashi Kashima, Kazuto Yamashita et al.10 citations
- Learning Unitary Operators with Help From u(n) ↗Stephanie L. Hyland, Gunnar Rätsch10 citations
- New Lower Bound for the Minimum Sum Coloring Problem ↗Clément Lecat, Corinne Lucet, Chu-Min Li10 citations
- Optimal Personalized Defense Strategy Against Man-In-The-Middle Attack ↗Xiaohong Li, Shuxin Li, Jianye Hao et al.10 citations
- Optimizing Quantiles in Preference-Based Markov Decision Processes ↗Hugo Gilbert, Paul Weng, Xu Yan10 citations
- Parallel Asynchronous Stochastic Variance Reduction for Nonconvex Optimization ↗Cong Fang, Zhouchen Lin10 citations
- Predicting User Roles from Computer Logs Using Recurrent Neural Networks ↗Aaron R. Tuor, Samuel Kaplan, Brian Hutchinson et al.10 citations
- Query Complexity of Tournament Solutions ↗Palash Dey10 citations
- Riemannian Submanifold Tracking on Low-Rank Algebraic Variety ↗Qian Li, Zhichao Wang10 citations
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