Presentations and Authors


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Track:
 

Main Track: AI and the Web

Compact Aspect Embedding for Diversified Query Expansions PDF
Xiaohua Liu, Arbi Bouchoucha, Alessandro Sordoni, Jian-Yun Nie
Parallel Materialisation of Datalog Programs in Centralised, Main-Memory RDF Systems PDF
Boris Motik, Yavor Nenov, Robert Piro, Ian Horrocks, Dan Olteanu

Main Track: Computational Sustainability and AI

Spatio-Temporal Consistency as a Means to Identify Unlabeled Objects in a Continuous Data Field PDF
James Faghmous, Hung Nguyen, Matthew Le, Vipin Kumar
Placement of Loading Stations for Electric Vehicles: No Detours Necessary! PDF
Stefan Ernst Funke, Andre Nusser, Sabine Storandt

Main Track: Game Theory and Economic Paradigms

A Multiarmed Bandit Incentive Mechanism for Crowdsourcing Demand Response in Smart Grids PDF
Shweta Jain, Balakrishnan Narayanaswamy, Y. Narahari
Regret-Based Optimization and Preference Elicitation for Stackelberg Security Games with Uncertainty PDF
Thanh Hong Nguyen, Amulya Yadav, Bo An, Milind Tambe, Craig Boutilier

Main Track: Knowledge Representation and Reasoning

A Knowledge Compilation Map for Ordered Real-Valued Decision Diagrams PDF
Hélène Fargier, Pierre Marquis, Alexandre Niveau, Nicolas Schmidt
Datalog Rewritability of Disjunctive Datalog Programs and its Applications to Ontology Reasoning PDF
Mark Kaminski, Yavor Nenov, Bernardo Cuenca Grau
Pay-As-You-Go OWL Query Answering Using a Triple Store PDF
Yujiao Zhou, Yavor Nenov, Bernardo Cuenca Grau, Ian Horrocks

Main Track: Machine Learning Applications

A Convex Formulation for Semi-Supervised Multi-Label Feature Selection PDF
Xiaojun Chang, Feiping Nie, Yi Yang, Heng Huang
Globally and Locally Consistent Unsupervised Projection PDF
Hua Wang, Feiping Nie, Heng Huang
Feature Selection at the Discrete Limit PDF
Miao Zhang, Chris Ding, Ya Zhang, Feiping Nie

Main Track: Multiagent Systems

Prices Matter for the Parameterized Complexity of Shift Bribery PDF
Robert Bredereck, Jiehua Chen, Piotr Faliszewski, André Nichterlein, Rolf Niedermeier
Decentralized Multi-Agent Reinforcement Learning in Average-Reward Dynamic DCOPs PDF
Duc Thien Nguyen, William Yeoh, Hoong Chuin Lau, Shlomo Zilberstein, Chongjie Zhang
A Game-Theoretic Analysis of Catalog Optimization PDF
Joel Oren, Nina Narodytska, Craig Boutilier

Main Track: NLP and Machine Learning

Unsupervised Alignment of Natural Language Instructions with Video Segments PDF
Iftekhar Naim, Young Chol Song, Qiguang Liu, Henry Kautz, Jiebo Luo, Daniel Gildea
Learning Word Representation Considering Proximity and Ambiguity PDF
Lin Qiu, Yong Cao, Zaiqing Nie, Yong Yu, Yong Rui
Learning Concept Embeddings for Query Expansion by Quantum Entropy Minimization PDF
Alessandro Sordoni, Yoshua Bengio, Jian-Yun Nie
Fused Feature Representation Discovery for High-Dimensional and Sparse Data PDF
Jun Suzuki, Masaaki Nagata

Main Track: NLP and Text Mining

Chinese Overt Pronoun Resolution: A Bilingual Approach PDF
Chen Chen, Vincent Ng
Chinese Zero Pronoun Resolution: An Unsupervised Approach Combining Ranking and Integer Linear Programming PDF
Chen Chen, Vincent Ng
Detecting Information-Dense Texts in Multiple News Domains PDF
Yinfei Yang, Ani Nenkova

Main Track: Novel Machine Learning Algorithms

Combining Multiple Correlated Reward and Shaping Signals by Measuring Confidence PDF
Tim Brys, Ann Nowé, Daniel Kudenko, Matthew E. Taylor
Monte Carlo Filtering Using Kernel Embedding of Distributions PDF
Motonobu Kanagawa, Yu Nishiyama, Arthur Gretton, Kenji Fukumizu
Semantic Data Representation for Improving Tensor Factorization PDF
Makoto Nakatsuji, Yasuhiro Fujiwara, Hiroyuki Toda, Hiroshi Sawada, Jin Zheng, James Alexander Hendler
Labeling Complicated Objects: Multi-View Multi-Instance Multi-Label Learning PDF
Cam-Tu Nguyen, Xiaoliang Wang, Jing Liu, Zhi-Hua Zhou
Online and Stochastic Learning with a Human Cognitive Bias PDF
Hidekazu Oiwa, Hiroshi Nakagawa
Robust Bayesian Inverse Reinforcement Learning with Sparse Behavior Noise PDF
Jiangchuan Zheng, Siyuan Liu, Lionel M. Ni

Main Track: Planning and Scheduling

A Simple Polynomial-Time Randomized Distributed Algorithm for Connected Row Convex Constraints PDF
T. K. Satish Kumar, Duc Thien Nguyen, William Yeoh, Sven Koenig
Symbolic Domain Predictive Control PDF
Johannes Löhr, Martin Wehrle, Maria Fox, Bernhard Nebel

Main Track: Reasoning under Uncertainty

Relational One-Class Classification: A Non-Parametric Approach PDF
Tushar Khot, Sriraam Natarajan, Jude Shavlik
Tractability through Exchangeability: A New Perspective on Efficient Probabilistic Inference PDF
Mathias Niepert, Guy Van den Broeck
R2: An Efficient MCMC Sampler for Probabilistic Programs PDF
Aditya Nori, Chung-Kil Hur, Sriram Rajamani, Selva Samuel
Approximate Lifting Techniques for Belief Propagation PDF
Parag Singla, Aniruddh Nath, Pedro M. Domingos

Main Track: Robotics

Robust Visual Robot Localization Across Seasons Using Network Flows PDF
Tayyab Naseer, Luciano Spinello, Wolfram Burgard, Cyrill Stachniss
Schedule-Based Robotic Search for Multiple Residents in a Retirement Home Environment PDF
Markus Sebastian Schwenk, Tiago Stegun Vaquero, Goldie Nejat, Kai O. Arras

Main Track: Search and Constraint Satisfaction

A Reasoner for the RCC-5 and RCC-8 Calculi Extended with Constants PDF
Stella Giannakopoulou, Charalampos Nikolaou, Manolis Koubarakis
Maximum Satisfiability Using Core-Guided MaxSAT Resolution PDF
Nina Narodytska, Fahiem Bacchus
Fast Consistency Checking of Very Large Real-World RCC-8 Constraint Networks Using Graph Partitioning PDF
Charalampos Nikolaou, Manolis Koubarakis

Main Track: Vision

A Generalized Genetic Algorithm-Based Solver for Very Large Jigsaw Puzzles of Complex Types PDF
Dror Sholomon, Omid E. David, Nathan S. Netanyahu
Low-Rank Tensor Completion with Spatio-Temporal Consistency PDF
Hua Wang, Feiping Nie, Heng Huang

Doctoral Consortium

Reinforcement Learning on Multiple Correlated Signals PDF
Tim Brys, Ann Nowé


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