Presentations and Authors


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Track:
 

Main Track: AI and the Web

Context-Aware Collaborative Topic Regression with Social Matrix Factorization for Recommender Systems PDF
Chaochao Chen, Xiaolin Zheng, Yan Wang, Fuxing Hong, Zhen Lin
Experiments on Visual Information Extraction with the Faces of Wikipedia PDF
Md. Kamrul Hasan, Christopher Joseph Pal
Online Social Spammer Detection PDF
Xia Hu, Jiliang Tang, Huan Liu
User Group Oriented Temporal Dynamics Exploration PDF
Zhiting Hu, Junjie Yao, Bin Cui
ARIA: Asymmetry Resistant Instance Alignment PDF
Sanghoon Lee, Seung-won Hwang
Parallel Materialisation of Datalog Programs in Centralised, Main-Memory RDF Systems PDF
Boris Motik, Yavor Nenov, Robert Piro, Ian Horrocks, Dan Olteanu
Stochastic Privacy PDF
Adish Singla, Eric Horvitz, Ece Kamar, Ryen White
Quality-Based Learning for Web Data Classification PDF
Ou Wu, Ruiguang Hu, Xue Mao, Weiming Hu

Main Track: Applications

Huffman Coding for Storing Non-Uniformly Distributed Messages in Networks of Neural Cliques PDF
Bartosz Boguslawski, Vincent Gripon, Fabrice Seguin, Frédéric Heitzmann
A Machine Learning Approach to Musically Meaningful Homogeneous Style Classification PDF
William Herlands, Ricky Der, Yoel Greenberg, Simon Levin

Main Track: Cognitive Systems

Large-Scale Analogical Reasoning PDF
Vinay K. Chaudhri, Stijn J. Heymans, Adam Overholtzer, Aaron Spaulding, Michael Wessel
Using Narrative Function to Extract Qualitative Information from Natural Language Texts PDF
Clifton James McFate, Kenneth Forbus, Thomas Hinrichs

Main Track: Computational Sustainability and AI

A Latent Variable Model for Discovering Bird Species Commonly Misidentified by Citizen Scientists PDF
Jun Yu, Rebecca A. Hutchinson, Weng-Keen Wong

Main Track: Game Theory and Economic Paradigms

Lazy Defenders Are Almost Optimal against Diligent Attackers PDF
Avrim Blum, Nika Haghtalab, Ariel D. Procaccia
Extending Tournament Solutions PDF
Felix Brandt, Markus Brill, Paul Harrenstein
New Models for Competitive Contagion PDF
Moez Draief, Hoda Heidari, Michael Kearns
A Control Dichotomy for Pure Scoring Rules PDF
Edith Hemaspaandra, Lane A. Hemaspaandra, Henning Schnoor
Bounding the Support Size in Extensive Form Games with Imperfect Information PDF
Martin Schmid, Matej Moravcik, Milan Hladik

Main Track: Heuristic Search and Optimization

Simpler Bounded Suboptimal Search PDF
Matthew Hatem, Wheeler Ruml
Sparse Learning for Stochastic Composite Optimization PDF
Weizhong Zhang, Lijun Zhang, Yao Hu, Rong Jin, Deng Cai, Xiaofei He

Main Track: Human-Computation and Crowd Sourcing

Signals in the Silence: Models of Implicit Feedback in a Recommendation System for Crowdsourcing PDF
Christopher H Lin, Ece Kamar, Eric Horvitz

Main Track: Humans and AI

Ordering Effects and Belief Adjustment in the Use of Comparison Shopping Agents PDF
Chen Hajaj, Noam Hazon, David Sarne
A Strategy-Aware Technique for Learning Behaviors from Discrete Human Feedback PDF
Robert Tyler Loftin, James MacGlashan, Bei Peng, Matthew E. Taylor, Michael L. Littman, Jeff Huang, David L. Roberts

Main Track: Knowledge Representation and Reasoning

The Computational Complexity of Structure-Based Causality PDF
Gadi Aleksandrowicz, Hana Chockler, Joseph Y. Halpern, Alexander Ivrii
The Complexity of Reasoning with FODD and GFODD PDF
Benjamin J. Hescott, Roni Khardon
Elementary Loops Revisited PDF
Jianmin Ji, Hai Wan, Peng Xiao, Ziwei Huo, Zhanhao Xiao
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
SOML: Sparse Online Metric Learning with Application to Image Retrieval PDF
Xingyu Gao, Steven C.H. Hoi, Yongdong Zhang, Ji Wan, Jintao Li
User Intent Identification from Online Discussions Using a Joint Aspect-Action Topic Model PDF
Ghasem Heyrani Nobari, Chua Tat-Seng
Learning Latent Engagement Patterns of Students in Online Courses PDF
Arti Ramesh, Dan Goldwasser, Bert Huang, Hal Daume III, Lise Getoor
Globally and Locally Consistent Unsupervised Projection PDF
Hua Wang, Feiping Nie, Heng Huang

Main Track: Multiagent Systems

Symbolic Model Checking Epistemic Strategy Logic PDF
Xiaowei Huang, Ron van der Meyden

Main Track: NLP and Knowledge Representation

Improving Domain-independent Cloud-Based Speech Recognition with Domain-Dependent Phonetic Post-Processing PDF
Johannes Twiefel, Timo Baumann, Stefan Heinrich, Stefan Wermter

Main Track: NLP and Text Mining

Lifetime Lexical Variation in Social Media PDF
Lizi Liao, Jing Jiang, Ying Ding, Heyan Huang, Ee-Peng Lim

Main Track: Novel Machine Learning Algorithms

Supervised Transfer Sparse Coding PDF
Maruan Al-Shedivat, Jim Jing-Yan Wang, Majed Alzahrani, Jianhua Z. Huang, Xin Gao
PAC Rank Elicitation through Adaptive Sampling of Stochastic Pairwise Preferences PDF
Róbert Busa-Fekete, Balázs Szörényi, Eyke Hüllermeier
Encoding Tree Sparsity in Multi-Task Learning: A Probabilistic Framework PDF
Lei Han, Yu Zhang, Guojie Song, Kunqing Xie
Deep Modeling of Group Preferences for Group-Based Recommendation PDF
Liang Hu, Jian Cao, Guandong Xu, Longbing Cao, Zhiping Gu, Wei Cao
Fast Multi-Instance Multi-Label Learning PDF
Sheng-Jun Huang, Wei Gao, Zhi-Hua Zhou
Intra-View and Inter-View Supervised Correlation Analysis for Multi-View Feature Learning PDF
Xiao-Yuan Jing, Rui-Min Hu, Yang-Ping Zhu, Shan-Shan Wu, Chao Liang, Jing-Yu Yang
Semantic Data Representation for Improving Tensor Factorization PDF
Makoto Nakatsuji, Yasuhiro Fujiwara, Hiroyuki Toda, Hiroshi Sawada, Jin Zheng, James Alexander Hendler
Learning Relative Similarity by Stochastic Dual Coordinate Ascent PDF
Pengcheng Wu, Yi Ding, Peilin Zhao, Chunyan Miao, Steven C. H. Hoi

Main Track: Planning and Scheduling

Using Timed Game Automata to Synthesize Execution Strategies for Simple Temporal Networks with Uncertainty PDF
Alessandro Cimatti, Luke Hunsberger, Andrea Micheli, Marco Roveri
Solving the Traveling Tournament Problem by Packing Three-Vertex Paths PDF
Marc Goerigk, Richard Hoshino, Ken-ichi Kawarabayashi, Stephan Westphal
Delivering Guaranteed Display Ads under Reach and Frequency Requirements PDF
Ali Hojjat, John Turner, Suleyman Cetintas, Jian Yang
Solving Uncertain MDPs by Reusing State Information and Plans PDF
Ping Hou, William Yeoh, Tran Cao Son
Parametrized Families of Hard Planning Problems from Phase Transitions PDF
Eleanor Rieffel, Davide Venturelli, Minh Do, Itay Hen, Jeremy Frank
Generalized Label Reduction for Merge-and-Shrink Heuristics PDF
Silvan Sievers, Martin Wehrle, Malte Helmert
Adding Local Exploration to Greedy Best-First Search in Satisficing Planning PDF
Fan Xie, Martin Müller, Robert Holte
Type-Based Exploration with Multiple Search Queues for Satisficing Planning PDF
Fan Xie, Martin Müller, Robert Holte, Tatsuya Imai

Main Track: Reasoning under Uncertainty

State Aggregation in Monte Carlo Tree Search PDF
Jesse Hostetler, Alan Fern, Tom Dietterich
R2: An Efficient MCMC Sampler for Probabilistic Programs PDF
Aditya Nori, Chung-Kil Hur, Sriram Rajamani, Selva Samuel

Main Track: Robotics

Minimising Undesired Task Costs in Multi-Robot Task Allocation Problems with In-Schedule Dependencies PDF
Bradford Heap, Maurice Pagnucco

Main Track: Search and Constraint Satisfaction

A Support-Based Algorithm for the Bi-Objective Pareto Constraint PDF
Renaud Hartert, Pierre Schaus

Main Track: Vision

Grounding Acoustic Echoes in Single View Geometry Estimation PDF
Muhammad Wajahat Hussain, Javier Civera, Luis Montano
Uncorrelated Multi-View Discrimination Dictionary Learning for Recognition PDF
Xiao-Yuan Jing, Rui-Min Hu, Fei Wu, Xi-Lin Chen, Qian Liu, Yong-Fang Yao
Sub-Selective Quantization for Large-Scale Image Search PDF
Yeqing Li, Chen Chen, Wei Liu, Junzhou Huang
Diagram Understanding in Geometry Questions PDF
Min Joon Seo, Hannaneh Hajishirzi, Ali Farhadi, Oren Etzioni
Low-Rank Tensor Completion with Spatio-Temporal Consistency PDF
Hua Wang, Feiping Nie, Heng Huang
Latent Domains Modeling for Visual Domain Adaptation PDF
Caiming Xiong, Scott McCloskey, Shao-Hang Hsieh, Jason J. Corso

Student Abstracts

Social Capital in Network Organizations PDF
Saad Alqithami, Henry Hexmoor
A Model for Aggregating Contributions of Synergistic Crowdsourcing Workflows PDF
Yili Fang, Hailong Sun, Richong Zhang, Jinpeng Huai, Yongyi Mao
Addressing Complexity in Multi-Issue Negotiation via Utility Hypergraphs PDF
Rafik Hadfi, Takayuki Ito
Genotypic versus Behavioural Diversity for Teams of Programs under the 4-v-3 Keepaway Soccer Task PDF
Stephen Kelly, Malcolm I Heywood
Semantical Clustering of Morphologically Related Chinese Words PDF
Chia-Ling Lee, Ya-Ning Chang, Chao-Lin Liu, Chia-Ying Lee, Jane Yung-jen Hsu
Crowdsourced Explanations for Humorous Internet Memes PDF
Chi-Chin Lin, Jane Yung-jen Hsu
Representing Words as Lymphocytes PDF
Jinfeng Yang, Yi Guan, Xishuang Dong, Bin He
Data Clustering by Laplacian Regularized L1-Graph PDF
Yingzhen Yang, Zhangyang Wang, Jianchao Yang, Jiangping Wang, Shiyu Chang, Thomas S Huang


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