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Home / Proceedings / Proceedings of the AAAI Conference on Artificial Intelligence, 28 /

No. 1: Twenty-Eighth AAAI Conference On Artificial Intelligence

Papers

  • Locality-Constrained Low-Rank Coding for Image Classification

    Ziheng Jiang, Ping Guo, Lihong Peng

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  • Exploiting Competition Relationship for Robust Visual Recognition

    Liang Du, Haibin Ling

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  • Sub-Selective Quantization for Large-Scale Image Search

    Yeqing Li, Chen Chen, Wei Liu, Junzhou Huang

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  • Latent Domains Modeling for Visual Domain Adaptation

    Caiming Xiong, Scott McCloskey, Shao-Hang Hsieh, Jason Corso

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  • Semantic Graph Construction for Weakly-Supervised Image Parsing

    Wenxuan Xie, Yuxin Peng, Jianguo Xiao

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  • Grounding Acoustic Echoes in Single View Geometry Estimation

    Muhammad Wajahat Hussain, Javier Civera, Luis Montano

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  • Semantic Segmentation Using Multiple Graphs with Block-Diagonal Constraints

    Ke Zhang, Wei Zhang, Sheng Zeng, Xiangyang Xue

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  • Deep Salience: Visual Salience Modeling via Deep Belief Propagation

    Richard Jiang, Danny Crookes

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  • Learning to Recognize Novel Objects in One Shot through Human-Robot Interactions in Natural Language Dialogues

    Evan Krause, Michael Zillich, Thomas Williams, Matthias Scheutz

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  • On Hair Recognition in the Wild by Machine

    Joseph Roth, Xiaoming Liu

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  • Low-Rank Tensor Completion with Spatio-Temporal Consistency

    Hua Wang, Feiping Nie, Heng Huang

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  • Diagram Understanding in Geometry Questions

    Min Joon Seo, Hannaneh Hajishirzi, Ali Farhadi, Oren Etzioni

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  • Efficient Object Detection via Adaptive Online Selection of Sensor-Array Elements

    Matthai Philipose

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  • A Generalized Genetic Algorithm-Based Solver for Very Large Jigsaw Puzzles of Complex Types

    Dror Sholomon, Omid David, Nathan Netanyahu

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  • Fast Consistency Checking of Very Large Real-World RCC-8 Constraint Networks Using Graph Partitioning

    Charalampos Nikolaou, Manolis Koubarakis

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  • Propagating Regular Counting Constraints

    Nicolas Beldiceanu, Pierre Flener, Justin Pearson, Pascal Van Hentenryck

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  • Q-Intersection Algorithms for Constraint-Based Robust Parameter Estimation

    Clement Carbonnel, Gilles Trombettoni, Philippe Vismara, Gilles Chabert

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  • An Experimentally Efficient Method for (MSS,CoMSS) Partitioning

    Eric Grégoire, Jean-Marie Lagniez, Bertrand Mazure

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  • A Support-Based Algorithm for the Bi-Objective Pareto Constraint

    Renaud Hartert, Pierre Schaus

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  • Non-Restarting SAT Solvers with Simple Preprocessing Can Efficiently Simulate Resolution

    Paul Beame, Ashish Sabharwal

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  • Adaptive Singleton-Based Consistencies

    Amine Balafrej, Christian Bessiere, El Houssine Bouyakhf, Gilles Trombettoni

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  • Cached Iterative Weakening for Optimal Multi-Way Number Partitioning

    Ethan Schreiber, Richard Korf

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  • A Reasoner for the RCC-5 and RCC-8 Calculi Extended with Constants

    Stella Giannakopoulou, Charalampos Nikolaou, Manolis Koubarakis

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  • Maximum Satisfiability Using Core-Guided MaxSAT Resolution

    Nina Narodytska, Fahiem Bacchus

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  • Linear-Time Filtering Algorithms for the Disjunctive Constraint

    Hamed Fahimi, Claude-Guy Quimper

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  • Avoiding Plagiarism in Markov Sequence Generation

    Alexandre Papadopoulos, Pierre Roy, François Pachet

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  • Diagnosing Analogue Linear Systems Using Dynamic Topological Reconfiguration

    Alexander Feldman, Gregory Provan

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  • MaxSAT by Improved Instance-Specific Algorithm Configuration

    Carlos Ansotegui, Yuri Malitsky, Meinolf Sellmann

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  • DJAO: A Communication-Constrained DCOP Algorithm that Combines Features of ADOPT and Action-GDL

    Yoonheui Kim, Victor Lesser

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  • Learning Low-Rank Representations with Classwise Block-Diagonal Structure for Robust Face Recognition

    Yong Li, Jing Liu, Zechao Li, Yangmuzi Zhang, Hanqing Lu, Songde Ma

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  • Similarity-Preserving Binary Signature for Linear Subspaces

    Jianqiu Ji, Jianmin Li, Shuicheng Yan, Qi Tian, Bo Zhang

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  • Towards Topological-Transformation Robust Shape Comparison: A Sparse Representation Based Manifold Embedding Approach

    Longwen Gao, Shuigeng Zhou

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  • Locality Preserving Hashing

    Kang Zhao, Hongtao Lu, Jincheng Mei

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  • Uncorrelated Multi-View Discrimination Dictionary Learning for Recognition

    Xiao-Yuan Jing, Rui-Min Hu, Fei Wu, Xi-Lin Chen, Qian Liu, Yong-Fang Yao

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  • Event Recommendation in Event-Based Social Networks

    Zhi Qiao, Peng Zhang, Chuan Zhou, Yanan Cao, Li Guo, Yanchuan Zhang

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  • A Knowledge Representation that Models Memory in Narrative Comprehension

    Rogelio Cardona-Rivera, Robert Young

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  • Online Search Algorithm Configuration

    Tadhg Fitzgerald, Barry O'Sullivan, Yuri Malitsky, Kevin Tierney

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  • Crowdsourced Explanations for Humorous Internet Memes

    Chi-Chin Lin, Jane Yung-jen Hsu

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  • A Novel Single-DBN Generative Model for Optimizing POMDP Controllers by Probabilistic Inference

    Igor Kiselev, Pascal Poupart

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  • Genotypic versus Behavioural Diversity for Teams of Programs under the 4-v-3 Keepaway Soccer Task

    Stephen Kelly, Malcolm Heywood

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  • Addressing Complexity in Multi-Issue Negotiation via Utility Hypergraphs

    Rafik Hadfi, Takayuki Ito

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  • Association Rule Hiding Based on Evolutionary Multi-Objective Optimization by Removing Items

    Peng Cheng, Jeng-Shyang Pan

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  • Social Capital in Network Organizations

    Saad Alqithami, Henry Hexmoor

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  • Inference Graphs: A New Kind of Hybrid Reasoning System

    Daniel Schlegel, Stuart Shapiro

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  • A Data Complexity Approach to Kernel Selection for Support Vector Machines

    Roberto Valerio, Ricardo Vilalta

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  • Online Multi-Task Gradient Temporal-Difference Learning

    Vishnu Sreenivasan, Haitham Bou Ammar, Eric Eaton

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  • Communication-Restricted Exploration for Small Teams

    Elizabeth Jensen, Ken Sugawara

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  • A Model Attention and Selection Framework for Estimation of Many Variables, with Applications to Estimating Object States in Large Spatial Environments

    Lawson Wong

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  • Double Configuration Checking in Stochastic Local Search for Satisfiability

    Chuan Luo, Shaowei Cai, Wei Wu, Kaile Su

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  • Tailoring Local Search for Partial MaxSAT

    Shaowei Cai, Chuan Luo, John Thornton, Kaile Su

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  • Backdoors into Heterogeneous Classes of SAT and CSP

    Serge Gaspers, Neeldhara Misra, Sebastian Ordyniak, Stefan Szeider, Stanislav Zivny

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  • Boosting SBDS for Partial Symmetry Breaking in Constraint Programming

    Jimmy Lee, Zichen Zhu

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  • A Propagator Design Framework for Constraints over Sequences

    Jean-Noel Monette, Pierre Flener, Justin Pearson

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  • Preprocessing for Propositional Model Counting

    Jean-Marie Lagniez, Pierre Marquis

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  • Recovering from Selection Bias in Causal and Statistical Inference

    Elias Bareinboim, Jin Tian, Judea Pearl

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  • Converting Instance Checking to Subsumption: A Rethink for Object Queries over Practical Ontologies

    Jia Xu, Ubbo Visser, Mansur Kabuka

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  • Computing Preferences Based on Agents’ Beliefs

    Jian Luo, Fuan Pu, Yulai Zhang, Guiming Luo

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  • Advice Provision for Choice Selection Processes with Ranked Options

    Amos Azaria, Ya'akov Gal, Claudia Goldman, Sarit Kraus

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  • Inferring Causal Directions in Errors-in-Variables Models

    Yulai Zhang, Guiming Luo

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  • Fast Algorithm for Non-Stationary Gaussian Process Prediction

    Yulai Zhang, Guiming Luo

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  • Representing Words as Lymphocytes

    Jinfeng Yang, Yi Guan, Xishuang Dong, Bin He

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  • Identifying Domain-Dependent Influential Microblog Users: A Post-Feature Based Approach

    Nian Liu, Lin Li, Guandong Xu, Zhenglu Yang

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  • LSDH: A Hashing Approach for Large-Scale Link Prediction in Microblogs

    Dawei Liu, Yuanzhuo Wang, Yantao Jia, Jingyuan Li, Zhihua Yu

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  • Monte-Carlo Simulation Adjusting

    Nobuo Araki, Masakazu Muramatsu, Hoki Kunihito, Satoshi Takahashi

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  • Content-Structural Relation Inference in Knowledge Base

    Zeya Zhao, Yantao Jia, Yuanzhuo Wang

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  • Coordination of Multiple Teams of Robots for an Optimal Global Plan

    Zeynep Saribatur, Esra Erdem, Volkan Patoglu

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  • Data Clustering by Laplacian Regularized L1-Graph

    Yingzhen Yang, Zhangyang Wang, Jianchao Yang, Jiangping Wang, Shiyu Chang, Thomas Huang

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  • Partial Satisfaction Planning under Time Uncertainty with Control on When Objectives Can Be Aborted

    Sylvain Labranche, Éric Beaudry

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  • RepRev: Mitigating the Negative Effects of Misreported Ratings

    Yuan Liu, Siyuan Liu, Jie Zhang, Hui Fang, Han Yu, Chunyan Miao

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  • Reputation-Aware Continuous Double Auction

    Yuan Liu, Jie Zhang, Han Yu, Chunyan Miao

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  • A Model for Aggregating Contributions of Synergistic Crowdsourcing Workflows

    Yili Fang, Hailong Sun, Richong Zhang, Jinpeng Huai, Yongyi Mao

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  • Uncovering Hidden Structure through Parallel Problem Decomposition

    Yexiang Xue, Stefano Ermon, Carla Gomes, Bart Selman

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  • Semantical Clustering of Morphologically Related Chinese Words

    Chia-Ling Lee, Ya-Ning Chang, Chao-Lin Liu, Chia-Ying Lee, Jane Yung-jen Hsu

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  • To Share or Not to Share? The Single Agent in a Team Decision Problem

    Ofra Amir, Barbara Grosz, Roni Stern

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  • Qualitative Planning with Quantitative Constraints for Online Learning of Robotic Behaviours

    Timothy Wiley, Claude Sammut, Ivan Bratko

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  • Robust Visual Robot Localization Across Seasons Using Network Flows

    Tayyab Naseer, Luciano Spinello, Wolfram Burgard, Cyrill Stachniss

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  • A Framework for Task Planning in Heterogeneous Multi Robot Systems Based on Robot Capabilities

    Jennifer Buehler, Maurice Pagnucco

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  • GP-Localize: Persistent Mobile Robot Localization Using Online Sparse Gaussian Process Observation Model

    Nuo Xu, Kian Hsiang Low, Jie Chen, Keng Kiat Lim, Etkin Ozgul

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  • Generalizing Policy Advice with Gaussian Process Bandits for Dynamic Skill Improvement

    Jared Glover, Charlotte Zhu

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  • R2: An Efficient MCMC Sampler for Probabilistic Programs

    Aditya Nori, Chung-Kil Hur, Sriram Rajamani, Selva Samuel

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  • Tightening Bounds for Bayesian Network Structure Learning

    Xiannian Fan, Changhe Yuan, Brandon Malone

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  • Lifting Relational MAP-LPs Using Cluster Signatures

    Udi Apsel, Kristian Kersting, Martin Mladenov

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  • Tree-Based On-Line Reinforcement Learning

    Andre Barreto

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  • Finding the k-best Equivalence Classes of Bayesian Network Structures for Model Averaging

    Yetian Chen, Jin Tian

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  • Testable Implications of Linear Structural Equation Models

    Bryant Chen, Jin Tian, Judea Pearl

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  • State Aggregation in Monte Carlo Tree Search

    Jesse Hostetler, Alan Fern, Tom Dietterich

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  • Explanation-Based Approximate Weighted Model Counting for Probabilistic Logics

    Joris Renkens, Angelika Kimmig, Guy Van den Broeck, Luc De Raedt

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  • Approximate Lifting Techniques for Belief Propagation

    Parag Singla, Aniruddh Nath, Pedro Domingos

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  • Decentralized Stochastic Planning with Anonymity in Interactions

    Pradeep Varakantham, Yossiri Adulyasak, Patrick Jaillet

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  • Point-Based POMDP Solving with Factored Value Function Approximation

    Tiago Veiga, Matthijs Spaan, Pedro Lima

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  • An Adversarial Interpretation of Information-Theoretic Bounded Rationality

    Pedro Ortega, Daniel Lee

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  • Relational One-Class Classification: A Non-Parametric Approach

    Tushar Khot, Sriraam Natarajan, Jude Shavlik

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  • Tractability through Exchangeability: A New Perspective on Efficient Probabilistic Inference

    Mathias Niepert, Guy Van den Broeck

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  • Predicting the Hardness of Learning Bayesian Networks

    Brandon Malone, Kustaa Kangas, Matti Jarvisalo, Mikko Koivisto, Petri Myllymaki

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  • Type-Based Exploration with Multiple Search Queues for Satisficing Planning

    Fan Xie, Martin Müller, Robert Holte, Tatsuya Imai

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  • Adding Local Exploration to Greedy Best-First Search in Satisficing Planning

    Fan Xie, Martin Müller, Robert Holte

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  • A Relevance-Based Compilation Method for Conformant Probabilistic Planning

    Ran Taig, Ronen Brafman

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  • Scheduling for Transfers in Pickup and Delivery Problems with Very Large Neighborhood Search

    Brian Coltin, Manuela Veloso

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  • Saturated Path-Constrained MDP: Planning under Uncertainty and Deterministic Model-Checking Constraints

    Jonathan Sprauel, Andrey Kolobov, Florent Teichteil-Königsbuch

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  • Using Timed Game Automata to Synthesize Execution Strategies for Simple Temporal Networks with Uncertainty

    Alessandro Cimatti, Luke Hunsberger, Andrea Micheli, Marco Roveri

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  • Structured Possibilistic Planning Using Decision Diagrams

    Nicolas Drougard, Florent Teichteil-Königsbuch, Jean-Loup Farges, Didier Dubois

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  • A Simple Polynomial-Time Randomized Distributed Algorithm for Connected Row Convex Constraints

    T. K. Satish Kumar, Duc Thien Nguyen, William Yeoh, Sven Koenig

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  • Optimal Decoupling in Linear Constraint Systems

    Cees Witteveen, Michel Wilson, Tomas Klos

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  • Parametrized Families of Hard Planning Problems from Phase Transitions

    Eleanor Rieffel, Davide Venturelli, Minh Do, Itay Hen, Jeremy Frank

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  • Cost-Based Query Optimization via AI Planning

    Nathan Robinson, Sheila McIlraith, David Toman

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  • A Scheduler for Actions with Iterated Durations

    James Paterson, Eric Timmons, Brian Williams

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  • Flexible and Scalable Partially Observable Planning with Linear Translations

    Blai Bonet, Hector Geffner

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  • Chance-Constrained Probabilistic Simple Temporal Problems

    Cheng Fang, Peng Yu, Brian Williams

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  • Computing Contingent Plans via Fully Observable Non-Deterministic Planning

    Christian Muise, Vaishak Belle, Sheila McIlraith

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  • Schedule-Based Robotic Search for Multiple Residents in a Retirement Home Environment

    Markus Schwenk, Tiago Vaquero, Goldie Nejat, Kai Arras

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  • Efficient Optimization for Autonomous Robotic Manipulation of Natural Objects

    Abdeslam Boularias, James Bagnell, Anthony Stentz

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  • Minimising Undesired Task Costs in Multi-Robot Task Allocation Problems with In-Schedule Dependencies

    Bradford Heap, Maurice Pagnucco

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  • Learning from Unscripted Deictic Gesture and Language for Human-Robot Interactions

    Cynthia Matuszek, Liefeng Bo, Luke Zettlemoyer, Dieter Fox

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  • Optimal and Efficient Stochastic Motion Planning in Partially-Known Environments

    Ryan Luna, Morteza Lahijanian, Mark Moll, Lydia Kavraki

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  • Learning Instance Concepts from Multiple-Instance Data with Bags as Distributions

    Gary Doran, Soumya Ray

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  • Anytime Active Learning

    Maria Ramirez-Loaiza, Aron Culotta, Mustafa Bilgic

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  • Robust Non-Negative Dictionary Learning

    Qihe Pan, Deguang Kong, Chris Ding, Bin Luo

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  • Natural Temporal Difference Learning

    William Dabney, Philip Thomas

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  • Coactive Learning for Locally Optimal Problem Solving

    Robby Goetschalckx, Alan Fern, Prasad Tadepalli

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  • On Boosting Sparse Parities

    Lev Reyzin

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  • Online Multi-Task Learning via Sparse Dictionary Optimization

    Paul Ruvolo, Eric Eaton

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  • HC-Search for Multi-Label Prediction: An Empirical Study

    Janardhan Rao Doppa, Jun Yu, Chao Ma, Alan Fern, Prasad Tadepalli

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  • A Hybrid Grammar-Based Approach for Learning and Recognizing Natural Hand Gestures

    Amir Sadeghipour, Stefan Kopp

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  • Oversubscription Planning: Complexity and Compilability

    Meysam Aghighi, Peter Jonsson

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  • Imitation Learning with Demonstrations and Shaping Rewards

    Kshitij Judah, Alan Fern, Prasad Tadepalli, Robby Goetschalckx

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  • Symbolic Domain Predictive Control

    Johannes Löhr, Martin Wehrle, Maria Fox, Bernhard Nebel

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  • Efficiently Implementing GOLOG with Answer Set Programming

    Malcolm Ryan

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  • Generalized Label Reduction for Merge-and-Shrink Heuristics

    Silvan Sievers, Martin Wehrle, Malte Helmert

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  • Solving Uncertain MDPs by Reusing State Information and Plans

    Ping Hou, William Yeoh, Tran Cao Son

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  • Solving the Traveling Tournament Problem by Packing Three-Vertex Paths

    Marc Goerigk, Richard Hoshino, Ken-ichi Kawarabayashi, Stephan Westphal

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  • Delivering Guaranteed Display Ads under Reach and Frequency Requirements

    Ali Hojjat, John Turner, Suleyman Cetintas, Jian Yang

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  • Backdoors to Planning

    Martin Kronegger, Sebastian Ordyniak, Andreas Pfandler

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  • Grandpa Hates Robots – Interaction Constraints for Planning in Inhabited Environments

    Uwe Koeckemann, Federico Pecora, Lars Karlsson

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  • Planning as Model Checking in Hybrid Domains

    Sergiy Bogomolov, Daniele Magazzeni, Andreas Podelski, Martin Wehrle

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  • Learning with Augmented Class by Exploiting Unlabeled Data

    Qing Da, Yang Yu, Zhi-Hua Zhou

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  • Combining Multiple Correlated Reward and Shaping Signals by Measuring Confidence

    Tim Brys, Ann Nowé, Daniel Kudenko, Matthew Taylor

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  • Large-Scale Supervised Multimodal Hashing with Semantic Correlation Maximization

    Dongqing Zhang, Wu-Jun Li

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  • Gradient Descent with Proximal Average for Nonconvex and Composite Regularization

    Wenliang Zhong, James Kwok

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  • Labeling Complicated Objects: Multi-View Multi-Instance Multi-Label Learning

    Cam-Tu Nguyen, Xiaoliang Wang, Jing Liu, Zhi-Hua Zhou

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  • Locality Preserving Projection for Domain Adaptation with Multi-Objective Learning

    Le Shu, Tianyang Ma, Longin Jan Latecki

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  • Learning Relative Similarity by Stochastic Dual Coordinate Ascent

    Pengcheng Wu, Yi Ding, Peilin Zhao, Chunyan Miao, Steven Hoi

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  • Bagging by Design (on the Suboptimality of Bagging)

    Periklis Papakonstantinou, Jia Xu, Zhu Cao

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  • Large-Scale Optimistic Adaptive Submodularity

    Victor Gabillon, Branislav Kveton, Zheng Wen, Brian Eriksson, S. Muthukrishnan

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  • Constructing Symbolic Representations for High-Level Planning

    George Konidaris, Leslie Kaelbling, Tomas Lozano-Perez

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  • Manifold Spanning Graphs

    CJ Carey, Sridhar Mahadevan

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  • Deep Modeling of Group Preferences for Group-Based Recommendation

    Liang Hu, Jian Cao, Guandong Xu, Longbing Cao, Zhiping Gu, Wei Cao

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  • Wormhole Hamiltonian Monte Carlo

    Shiwei Lan, Jeffrey Streets, Babak Shahbaba

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  • Pairwise-Covariance Linear Discriminant Analysis

    Deguang Kong, Chris Ding

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  • Encoding Tree Sparsity in Multi-Task Learning: A Probabilistic Framework

    Lei Han, Yu Zhang, Guojie Song, Kunqing Xie

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  • Non-Convex Feature Learning via Lp,inf Operator

    Deguang Kong, Chris Ding

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  • Spectral Thompson Sampling

    Tomáš Kocák, Michal Valko, Rémi Munos, Shipra Agrawal

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  • Evolutionary Dynamics of Q-Learning over the Sequence Form

    Fabio Panozzo, Nicola Gatti, Marcello Restelli

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  • Mixing-Time Regularized Policy Gradient

    Tetsuro Morimura, Takayuki Osogami, Tomoyuki Shirai

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  • Active Learning with Model Selection

    Alnur Ali, Rich Caruana, Ashish Kapoor

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  • The Role of Dimensionality Reduction in Classification

    Weiran Wang, Miguel Carreira-Perpinan

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  • Convex Co-embedding

    Farzaneh Mirzazadeh, Yuhong Guo, Dale Schuurmans

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  • Efficient Generalized Fused Lasso and its Application to the Diagnosis of Alzheimer’s Disease

    Bo Xin, Yoshinobu Kawahara, Yizhou Wang, Wen Gao

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  • PAC Rank Elicitation through Adaptive Sampling of Stochastic Pairwise Preferences

    Róbert Busa-Fekete, Balázs Szörényi, Eyke Hüllermeier

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  • Learning the Structure of Probabilistic Graphical Models with an Extended Cascading Indian Buffet Process

    Patrick Dallaire, Philippe Giguère, Brahim Chaib-draa

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  • Cross-Domain Metric Learning Based on Information Theory

    Hao Wang, Wei Wang, Chen Zhang, Fanjiang Xu

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  • Supervised Transfer Sparse Coding

    Maruan Al-Shedivat, Jim Jing-Yan Wang, Majed Alzahrani, Jianhua Huang, Xin Gao

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  • Robust Bayesian Inverse Reinforcement Learning with Sparse Behavior Noise

    Jiangchuan Zheng, Siyuan Liu, Lionel M. Ni

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  • Sample-adaptive Multiple Kernel Learning

    Xinwang Liu, Lei Wang, Jian Zhang, Jianping Yin

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  • Monte Carlo Filtering Using Kernel Embedding of Distributions

    Motonobu Kanagawa, Yu Nishiyama, Arthur Gretton, Kenji Fukumizu

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  • Finding Median Point-Set Using Earth Mover’s Distance

    Hu Ding, Jinhui Xu

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  • Non-Linear Label Ranking for Large-Scale Prediction of Long-Term User Interests

    Nemanja Djuric, Mihajlo Grbovic, Vladan Radosavljevic, Narayan Bhamidipati, Slobodan Vucetic

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  • Online and Stochastic Learning with a Human Cognitive Bias

    Hidekazu Oiwa, Hiroshi Nakagawa

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  • Intra-View and Inter-View Supervised Correlation Analysis for Multi-View Feature Learning

    Xiao-Yuan Jing, Rui-Min Hu, Yang-Ping Zhu, Shan-Shan Wu, Chao Liang, Jing-Yu Yang

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  • Adaptation-Guided Case Base Maintenance

    Vahid Jalali, David Leake

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  • Distribution-Aware Sampling and Weighted Model Counting for SAT

    Supratik Chakraborty, Daniel Fremont, Kuldeep Meel, Sanjit Seshia, Moshe Vardi

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  • Semantic Data Representation for Improving Tensor Factorization

    Makoto Nakatsuji, Yasuhiro Fujiwara, Hiroyuki Toda, Hiroshi Sawada, Jin Zheng, James Hendler

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  • Power Iterated Color Refinement

    Kristian Kersting, Martin Mladenov, Roman Garnett, Martin Grohe

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  • Active Learning for Crowdsourcing Using Knowledge Transfer

    Meng Fang, Jie Yin, Dacheng Tao

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  • Multilabel Classification with Label Correlations and Missing Labels

    Wei Bi, James Kwok

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  • ReLISH: Reliable Label Inference via Smoothness Hypothesis

    Chen Gong, Dacheng Tao, Keren Fu, Jie Yang

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  • Pre-Trained Multi-View Word Embedding Using Two-Side Neural Network

    Yong Luo, Jian Tang, Jun Yan, Chao Xu, Zheng Chen

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  • Online Classification Using a Voted RDA Method

    Tianbing Xu, Jianfeng Gao, Lin Xiao, Amelia Regan

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  • Improving Semi-Supervised Target Alignment via Label-Aware Base Kernels

    Qiaojun Wang, Kai Zhang, Guofei Jiang, Ivan Maric

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  • Small-Variance Asymptotics for Dirichlet Process Mixtures of SVMs

    Yining Wang, Jun Zhu

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  • Hybrid Heterogeneous Transfer Learning through Deep Learning

    Joey Zhou, Sinno Pan, Ivor Tsang, Yan Yan

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  • Scalable Sparse Covariance Estimation via Self-Concordance

    Anastasios Kyrillidis, Rabeeh Karimi Mahabadi, Quoc Tran Dinh, Volkan Cevher

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  • Novel Density-Based Clustering Algorithms for Uncertain Data

    Xianchao Zhang, Han Liu, Xiaotong Zhang, Xinyue Liu

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  • Exact Subspace Clustering in Linear Time

    Shusen Wang, Bojun Tu, Congfu Xu, Zhihua Zhang

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  • Dropout Training for Support Vector Machines

    Ning Chen, Jun Zhu, Jianfei Chen, Bo Zhang

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  • Manifold Learning for Jointly Modeling Topic and Visualization

    Tuan Le, Hady Lauw

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  • A Local Non-Negative Pursuit Method for Intrinsic Manifold Structure Preservation

    Dongdong Chen, Jian Cheng Lv, Zhang Yi

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