AAAI-14: TWENTY-EIGHTH AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE
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PROGRAM FOR THURSDAY, JULY 31ST: TALK VIEW
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9:00
9:30
10:00
10:30
11:00
11:30
12:00
12:30
13:00
13:30
14:00
14:30
15:00
15:30
16:00
16:30
17:00
17:30
18:00
18:30
08:40-08:55
Challenges in Machine Learning
Thorsten Joachims
08:55-09:10
What's Hot in Robotics
Ashutosh Saxena
09:10-09:25
What's Hot in Learning Representations
Aaron Courville
08:40-08:55
Automating Science: A Grand Challenge for AI
Vasant Honavar
08:55-09:10
Themes and Progress in Computational Scientific Discovery
Pat Langley
09:10-09:25
Task Learning: a Challenge Problem for Integrated Intelligent Agents
John Laird, Kenneth Forbus
08:40-08:55
Senior Member: Tackling Real World Data Streams: a Call to Arms
Bernhard Pfahringer
08:55-09:10
Senior Member: Computational Social Choice
Francesca Rossi
09:10-09:25
Wikipedia-based Semantic Interpretation for Natural Language Processing
Evgeniy Gabrilovich, Shaul Markovitch
08:40-08:55
Challenges in Interactive Entertainment
Kevin Dill
08:55-09:10
Challenges in Constraint Programming
Pascal Van Hentenryck
09:10-09:25
Challenges Beyond Factoid Question Answering
Ken Barker
09:00-09:20
Emerging: Robust Protection of Fisheries with COmPASS
W. Haskell, D. Kar, F. Fang, M. Tambe, S. Cheung, E. Denicola
09:20-09:40
Emerging: Swissnoise: Online Polls with Game-Theoretic Incentives
Florent Garcin, Boi Faltings
09:40-10:00
Emerging: Crowdsourcing for Multiple-Choice Question Answering
B.I. Aydin, Y.S. Yilmaz, Y. Li, Q. Li, J. Gao, M. Demirbas
09:25-09:40
Exact Subspace Clustering in Linear Time
Shusen Wang, Bojun Tu, Congfu Xu, Zhihua Zhang
09:40-09:55
Learning with Augmented Class by Exploiting Unlabeled Data
Qing Da, Yang Yu, Zhi-Hua Zhou
09:25-09:40
Power Iterated Color Refinement
Kristian Kersting, Martin Mladenov, Roman Garnet, Martin Grohe
09:40-09:55
Convex Co-embedding
Farzaneh Mirzazadeh, Yuhong Guo, Dale Schuurmans
09:25-09:40
Synthesis of Geometry Proof Problems
Christopher Alvin, Sumit Gulwani, Rupak Majumdar, Supratik Mukhopadhyay
09:40-09:55
Automatic Game Design via Mechanic Generation
Alexander Zook, Mark Riedl
09:25-09:40
Optimal Decomposition in Linear Constraint Systems
Cees Witteveen, Michel Wilson, Tomas Klos
09:40-09:55
Cached Iterative Weakening for Optimal Multi-Way Number Partitioning
Ethan Schreiber, Richard Korf
09:25-09:40
Supervised Hashing for Image Retrieval via Image Representation Learning
Rongkai Xia, Yan Pan, Hanjiang Lai, Cong Liu, Shuicheng Yan
09:40-09:55
Predicting Emotions in User-Generated Videos
Yu-Gang Jiang, Baohan Xu, Xiangyang Xue
09:25-09:40
Programming by Example using Least General Generalizations
Mohammad Raza, Sumit Gulwani, Natasa Milic-Frayling
09:40-09:55
Distribution-Aware Sampling and Weighted Model Counting for SAT
S. Chakraborty, D.J. Fremont, K.S. Meel, S.A. Seshia, M. Vardi
10:15-11:15
Game Theory for Security: Key Algorithmic Principles, Deployed Applications, Research Challenges
Milind Tambe
10:15-10:35
Emerging: A Unified Framework for Augmented Reality and Knowledge-Based Systems in Maintaining
G.-S. Jo, K.-J. Oh, I. Ha, K.-S. Lee, M.-D. Hong, U. Neumann, S. You
10:35-10:55
Emerging: Optimizing a Start-Stop Controller Using Policy Search
N. Hollingsworth, J. Meyer, R. McGee, J. Doering, G. Konidaris, L. Kaelbling
10:55-11:15
Emerging: Advice Provision for Energy Saving in Automobile Climate Control Systems
Amos Azaria, Sarit Kraus, Claudia V. Goldman, Omer Tsimhoni
11:15-11:35
Emerging: StrokeBank: Automating Personalized Chinese Handwriting Generation
Alfred Zong, Yuke Zhu
11:20-11:35
A Spatially Sensitive Kernel to Predict Cognitive Performance from Short-Term Changes in Neural
Hidayath Ansari, Michael Coen, Barbara Bendlin, Mark Sager, Sterling Johnson
11:35-11:50
Online Classification Using a Voted RDA Method
Tianbing Xu, Jianfeng Gao, Lin Xiao, Amelia Regan
11:50-12:05
Bagging by design (on the sub-optimality of bagging)
Periklis Papakonstantinou, Jia Xu, Zhu Cao
12:05-12:20
LASS: A Simple Assignment Model with Laplacian Smoothing
Miguel Carreira-Perpinan, Weiran Wang
11:20-11:35
Adaptive Multi-Compositionality for Recursive Neural Models with Applications to Sentiment Analysis
Li Dong, Furu Wei, Ming Zhou, Ke Xu
11:35-11:50
On Dataless Hierarchical Text Classification
Yangqiu Song, Dan Roth
11:50-12:05
Instance-based Domain Adaptation in NLP via In-target-domain Logistic Approximation
Rui Xia, Jianfei Yu, Feng Xu, Shumei Wang
12:05-12:20
Semi-supervised Matrix Completion for Cross-Lingual Text Classification
Min Xiao, Yuhong Guo
11:20-11:35
Maximum Satisfiability using core-guided MaxSAT Resolution
Nina Narodytska, Fahiem Bacchus
11:35-11:50
Adaptive Singleton-based Consistencies
Amine Balafrej, Christian Bessiere, El Houssine Bouyakhf, Gilles Trombettoni
11:50-12:05
A Reasoner for the RCC-5 and RCC-8 Calculi Extended with Constants
Stella Giannakopoulou, Charalampos Nikolaou, Manolis Koubarakis
12:05-12:20
Fast Consistency Checking of Very Large Real-World RCC-8 Constraint Networks Using Graph
Charalampos Nikolaou, Manolis Koubarakis
11:20-11:35
Acquiring Comparative Commonsense Knowledge from the Web
Niket Tandon, Gerard de Melo, Gerhard Weikum
11:35-11:50
Emotion Classification in Microblog Texts Using Class Sequential Rules
Shiyang Wen, Xiaojun Wan
11:50-12:05
SUIT: A Supervised User-Item based Topic model for Sentiment Analysis
Fangtao Li, Sheng Wang, Shenghua Liu, Ming Zhang
12:05-12:20
Where and Why Users "Check In"
Yoon-Sik Cho, Greg Ver Steeg, Aram Galstyan
11:20-11:35
Spatial Scan for Disease Mapping on a Mobile Population
Liang Lan, Vuk Malbasa, Slobodan Vucetic
11:35-11:50
Rounded Dynamic Programming for Tree-Structured Stochastic Network Design
Xiaojian Wu, Daniel Sheldon, Shlomo Zilberstein
11:50-12:05
Efficient Buyer Groups for Prediction-of-Use Electricity Tariffs
Valentin Robu, Meritxell Vinyals, Alex Rogers, Nick Jennings
12:05-12:20
Effective Management of Electric Vehicle Storage using Smart Charging
Konstantina Valogianni, Wolfgang Ketter, John Collins, Dmitry Zhdanov
11:20-11:35
Multi-Organ Exchange: The Whole is Greater than the Sum of its Parts
John Dickerson, Tuomas Sandholm
11:35-11:50
The Computational Rise and Fall of Fairness
John Dickerson, Jonathan Goldman, Jeremy Karp, Ariel Procaccia, Tuomas Sandholm
11:50-12:05
Online (Budgeted) Social Choice
Joel Oren, Brendan Lucier
12:05-12:20
Scalable Complex Contract Negotiation With Structured Search and Agenda Management
Xiaoqin Zhang, Mark Klein, Ivan Marsa Maestre
12:30-13:00
AAAI Community Meeting
13:30-14:30
30 Year of Probability in AI and Machine Learning
Padhraic Smyth
14:35-14:50
Reconsidering Mutual Information Based Feature Selection: A Statistical Significance View
Vinh Nguyen, Jeffrey Chan, James Bailey
14:50-15:05
Efficient Generalized Fused Lasso and Its Application to the Diagnosis of Alzheimer’s Disease
Bo Xin, Yoshinubo Kawahara, Yizhou Wang, Wen Gao
15:05-15:20
The Role of Dimensionality Reduction in Linear Classification
Weiran Wang, Miguel Carreira-Perpinan
15:20-15:35
Deep Modeling of Group Preferences for Group-based Recommendation
Liang Hu, Jian Cao, Guandong Xu, Longbing Cao, Zhiping Gu, Wei Cao
14:35-14:50
Dramatis: A Computational Model of Suspense
Brian O'Neill, Mark Riedl
14:50-15:05
Ordering Effects and Belief Adjustment in the Use of Comparison Shopping Agents
Chen Hajaj, Noam Hazon, David Sarne
15:05-15:20
A Strategy-Aware Technique for Learning Behaviors from Discrete Human Feedback
R. Loftin, J. MacGlashan, B. Peng, M.E. Taylor, M. Littman, J. Huang, D. Roberts
15:20-15:35
Discovering Better AAAI Keywords via Clustering with Crowd-sourced Constraints
Kelly Moran, Byron Wallace, Carla Brodley
14:35-14:50
A Generalization of Probabilistic Serial to Randomized Social Choice
Haris Aziz, Paul Stursberg
14:50-15:05
Biased Games
Ioannis Caragiannis, David Kurokawa, Ariel Procaccia
15:05-15:20
Simultaneous Cake Cutting
Eric Balkanski, Simina Brânzei, David Kurokawa, Ariel Procaccia
15:20-15:35
Incomplete Preferences in Single-Peaked Electorates
Martin Lackner
14:35-14:50
Solving Uncertain MDPs by Reusing State Information and Plans
Ping Hou, William Yeoh, Tran Cao Son
14:50-15:05
Structured Possibilistic Planning using Decision Diagrams
Nicolas Drougard, Florent Teichteil-Königsbuch, Jean-Loup Farges
15:05-15:20
A Simple Polynomial-Time Randomized Distributed Algorithm for Connected Row Convex Constraints
T. K. Satish Kumar, Duc Thien Nguyen, William Yeoh, Sven Koenig
15:20-15:35
Chance-constrained Probabilistic Simple Temporal Problems
Cheng Fang, Peng Yu, Brian Williams
14:35-14:50
A Hybrid Grammar-Based Approach for Learning and Recognizing Natural Hand Gestures
Amir Sadeghipour, Stefan Kopp
14:50-15:05
A Machine Learning Approach to Musically Meaningful Homogeneous Style Classification
William Herlands, Ricky Der, Yoel Greenberg, Simon Levin
15:05-15:20
Forecasting Potential Diabetes Complications
Yang Yang, Walter Luyten, Lu Liu, Marie-Francine Moens, Jie Tang, Juanzi Li
14:35-14:50
Efficient Optimization for Autonomous Manipulation of Natural Objects
Abdeslam Boularias, J. Andrew Bagnell, Anthony Stentz
14:50-15:05
Qualitative Planning with Quantitative Constraints for Online Learning of Robotic Behaviours
Timothy Wiley, Claude Sammut, Ivan Bratko
15:05-15:20
Learning from Unscripted Deictic Gesture and Language for Human-Robot Interactions
Cynthia Matuszek, Liefeng Bo, Luke Zettlemoyer, Dieter Fox
15:20-15:35
Minimising Undesired Task Costs in Multi-robot Task Allocation Problems with In-Schedule
Bradford Heap, Maurice Pagnucco
15:35
Chinese Zero Pronoun Resolution: An Unsupervised Approach Combining Ranking and Integer Linear
Chen Chen, Vincent Ng
15:35
Contraction and Revision over DL-Lite TBoxes
Zhiqiang Zhuang, Zhe Wang, Kewen Wang, Guilin Qi
15:35
Optimal and Efficient Stochastic Motion Planning in Partially-Known Environments
Ryan Luna, Morteza Lahijanian, Mark Moll, Lydia Kavraki
15:35
Natural Temporal Difference Learning
William Dabney, Philip Thomas
15:35
Large Scale Analogical Reasoning
Vinay Chaudhri, Stijn Heymans, Aaron Spaulding, Adam Overholtzer, Michael Wessel
15:35
Fused Feature Representation Discovery for High-dimensional and Sparse Data
Jun Suzuki, Masaaki Nagata
15:35
Q-intersection Algorithms for Constraint-Based Robust Parameter Estimation
Clement Carbonnel, Gilles Trombettoni, Philippe Vismara, Gilles Chabert
15:35
CoreCluster: A Degeneracy Based Graph Clustering Framework
C. Giatsidis, F. Malliaros, D. Thilikos, M. Vazirgiannis
15:35
Tree-Based On-line Reinforcement Learning
Andre Barreto
15:35
Local-To-Global Consistency Implies Tractability of Abduction
Michał Wrona
15:35
Pairwise-Covariance Linear Discriminant Analysis
Deguang Kong, Chris Ding
15:35
A Multiarmed Bandit Incentive Mechanism for Crowdsourcing Demand Response in Smart Grids
Shweta Jain, Balakrishnan Narayanaswamy, Yadati Narahari
15:35
Strategyproof exchange with multiple private endowments
Taiki Todo, Haixin Sun, Makoto Yokoo
15:35
SOML: Sparse Online Metric Learning with Application to Image Retrieval
Xingyu Gao, Steven C.H. Hoi, Yongdong Zhang, Ji Wan, Jintao Li
15:35
Finding Median Point-Set Using Earth Mover's Distance
Hu Ding, Jinhui Xu
15:35
Intra-view and Inter-view Supervised Correlation Analysis for Multi-view Feature Learning
X.-Y. Jing, R.-M. Hu, Y.-P. Zhu, S.-S. Wu, C. Liang, J.-Y. Yang
15:35
Internally Stable Matchings and Exchanges
Yicheng Liu, Pingzhong Tang, Wenyi Fang
15:35
Testable Implications of Linear Structural Equation Models
Bryant Chen, Jin Tian, Judea Pearl
15:35
Solving the Inferential Frame Problem in the General Game Description Language
Javier Romero, Abdallah Saffidine, Michael Thielscher
15:35
Monte Carlo Filtering using Kernel Embedding of Distributions
Motonobu Kanagawa, Yu Nishiyama, Arthur Gretton, Kenji Fukumizu
15:35
User Intent Identification from Online Discussions using a Joint Aspect-Action Topic Model
Ghasem Heyrani Nobari, Tat-Seng Chua
15:35
Envy-Free Division of Sellable Goods
Jeremy Karp, Aleksandr Kazachkov, Ariel Procaccia
15:35
Adaptive Knowledge Transfer for Multiple Instance Learning in Image Classification
Qifan Wang, Lingyun Ruan, Luo Si
15:35
PAC Rank Elicitation through Adaptive Sampling of Stochastic Pairwise Preferences
Róbert Busa-Fekete, Balazs Szorenyi, Eyke Huellermeier
15:35
Parallel Restarted Search
Andre Cire, Serdar Kadioglu, Meinolf Sellmann
15:35
Optimal Neighborhood Preserving Visualization by Maximum Satisfiability
K. Bunte, M. Järvisalo, J. Berg, P. Myllymäki, J. Peltonen, S. Kaski
15:35
A Local Non-negative Pursuit Method for Intrinsic Manifold Structure Preservation
Dongdong Chen, Jian Cheng Lv, Zhang Yi
15:35
Deep Salience: Visual Salience Modeling via Deep Belief Propagation
Richard Jiang, Danny Crookes
15:35
Context-aware Collaborative Topic Regression with Social Matrix Factorization for Recommender
Chaochao Chen, Xiaolin Zheng, Yan Wang, Fuxing Hong, Zhen Lin
15:35
Delivering Guaranteed Display Ads under Reach and Frequency Requirements
Ali Hojjat, John Turner, Suleyman Cetintas, Jian Yang
15:35
Direct Semantic Analysis for Social Image Classification
Zhiwu Lu, Liwei Wang, Ji-Rong Wen
15:35
Double Configuration Checking in Stochastic Local Search for Satisfiability
Chuan Luo, Shaowei Cai, Wei Wu, Kaile Su
15:35
GenEth: A General Ethical Dilemma Analyzer
Michael Anderson, Susan Leigh Anderson
16:30
Mapping Users Across Networks by Manifold Alignment on Hypergraph
Shulong Tan, Ziyu Guan, Deng Cai, Xuzhen Qin, Jiajun Bu, Chun Chen
16:30
Worst-Case Solution Quality Analysis When Not Re-Expanding Nodes in Best-First Search
Richard Valenzano, Nathan Sturtevant, Jonathan Schaeffer
16:30
Coactive Learning for Locally Optimal Problem Solving
Robby Goetschalckx, Alan Fern, Prasad Tadepalli
16:30
Prediction of Helpful Reviews using Emotions Extraction
Lionel Martin, Pearl Pu
16:30
Supervised Scoring with Monotone Multidimensional Splines
Abraham Othman
16:30
On the Axiomatic Characterization of Runoff Voting Rules
Rupert Freeman, Markus Brill, Vincent Conitzer
16:30
Huffman Coding for Storing Non-uniformly Distributed Messages in Networks of Neural Cliques
Bartosz Boguslawski, Vincent Gripon, Fabrice Seguin, Frédéric Heitzmann
16:30
Using Timed Game Automata to Synthesize Execution Strategies for Simple Temporal Networks with
Alessandro Cimatti, Luke Hunsberger, Andrea Micheli, Marco Roveri
16:30
Semantic Data Representation for Improving Tensor Factorization
M. Nakatsuji, Y. Fujiwara, H. Toda, H. Sawada, J. Zheng, J. Hendler
16:30
Uncorrelated Multi-View Discrimination Dictionary Learning for Recognition
Xiao-Yuan Jing, Rui-Min Hu, Fei Wu, Xi-Lin Chen, Qian Liu, Yong-Fang Yao
16:30
Exploiting Support Sets for Answer Set Programs with External Evaluations
Thomas Eiter, Michael Fink, Christoph Redl, Daria Stepanova
16:30
Binary Aggregation by Selection of the Most Representative Voter
Ulle Endriss, Umberto Grandi
16:30
Preprocessing for Propositional Model Counting
Jean Marie Lagniez, Pierre Marquis
16:30
Locality Preserving Projection for Domain Adaptation with Multi-Objective Learning
Le Shu, Tianyang Ma, Longin Latecki
16:30
Evaluating Trauma Patients: Addressing Missing Covariates with Joint Optimization
Alex Van Esbroeck, Satinder Singh, Ilan Rubinfeld, Zeeshan Syed
16:30
Qualitative Reasoning with Modelica Models
Matthew Klenk, Johan De Kleer, Daniel Bobrow, Bill Janssen
16:30
Decentralized Multi-Agent Reinforcement Learning in Average-Reward Dynamic DCOPs
D.T. Nguyen, W. Yeoh, H.C. Lau, S. Zilberstein, C. Zhang
16:30
Hybrid Heterogeneous Transfer Learning through Deep Learning
Joey Tianyi Zhou, Sinno Jialin Pan, Ivor W. Tsang, Yan Yan
16:30
Agent Behavior Prediction and Its Generalization Analysis
Fei Tian, Haifang Li, Wei Chen, Tao Qin, Enhong Chen, Tie-Yan Liu
16:30
Efficiently Implementing GOLOG with Answer Set Programming
Malcolm Ryan
16:30
Partial Multi-View Clustering
Shao-Yuan Li, Yuan Jiang, Zhi-Hua Zhou
16:30
Potential-Aware Imperfect-Recall Abstraction with Earth Mover's Distance in Imperfect-Information
Sam Ganzfried, Tuomas Sandholm
16:30
Finding the k-best Equivalence Classes of Bayesian Network Structures for Model Averaging
Yetian Chen, Jin Tian
16:30
Machine Translation with Real-time Web Search
Lei Cui, Ming Zhou, Qiming Chen, Dongdong Zhang, Mu Li
16:30
Novel Density-based Clustering Algorithms for Uncertain Data
Xianchao Zhang, Han Liu, Xiaotong Zhang, Xinyue Liu
16:30
Feature Selection at the Discrete Limit
Miao Zhang, Chris Ding, Ya Zhang
16:30
Dynamic Bayesian Probabilistic Matrix Factorization
Sotirios Chatzis
16:30
Proximal Iteratively Reweighted Algorithm with Multiple Splitting for Nonconvex Sparsity
Canyi Lu, Yunchao Wei, Zhouchen Lin, Shuicheng Yan
16:30
Trust Prediction with Propagation and Similarity Regularization
Xiaoming Zheng, Yan Wang, Mehmet Orgun, Youliang Zhong, Guanfeng Liu
16:30
Robust Multi-View Spectral Clustering via Low-Rank and Sparse Decomposition
Rongkai Xia, Yan Pan, Lei Du, Jian Yin
16:30
Similarity-Preserving Binary Signature for Linear Subspaces
Jianqiu Ji, Jianmin Li, Shuicheng Yan, Qi Tian, Bo Zhang
16:30
Leveraging Fee-Based, Imperfect Advisors in Human-Agent Games of Trust
Cody Buntain, Amos Azaria, Sarit Kraus
17:30-18:30
AAAI-14 AI Video Competition Awards
09:55-10:15
Coffee Break
12:20-13:30
Lunch Break
15:35-16:00
Coffee Break
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