AAAI-14: TWENTY-EIGHTH AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE
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PROGRAM FOR WEDNESDAY, JULY 30TH: TALK VIEW
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8:30
9:00
9:30
10:00
10:30
11:00
11:30
12:00
12:30
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22:30
08:30-08:45
What's Hot in Reinforcement Learning
Volodymyr Mnih
08:45-09:00
What's Hot in Machine Learning
Animashree Anandkumar
09:00-09:15
Challenges in Robotics
Stefanie Tellex
08:30-08:45
Program Induction in the Real World
Stephen Muggleton
08:45-09:00
Implications of Algorithmic and High-Frequency Trading
Michael Wellman
09:00-09:15
Spectral Learning Methods for Natural Language Processing
Lyle Ungar
08:30-08:45
What's Hot in Social Media
Eytan Adar
08:45-09:00
Challenges in Combinatorial Search
Nathan Sturtevant
09:00-09:15
Challenges in Cognitive Science
Vincent C. Mueller
08:30-08:45
Advances in Developing Physical and Cognitive Surrogates for Remote Operations—The Mars Exploration Rovers as Collaboration
William Clancey
08:45-09:00
Knowledge Compilation
Adnan Darwiche
09:00-09:15
From Programs to Program Spaces: Leveraging Machine Learning and Optimisation for Automated Algorithm
Holger Hoos
09:00-10:00
The Conversational User Interface
Ron Kaplan
09:15-09:30
Kernelized Bayesian Transfer Learning
Mehmet Gönen, Adam A. Margolin
09:30-09:45
Dropout Training for Support Vector Machines
Ning Chen, Jun Zhu, Jianfei Chen, Bo Zhang
09:45-10:00
ReLISH: Reliable Label Inference via Smoothness Hypothesis
Chen Gong, Dacheng Tao, Keren Fu, Jie Yang
09:15-09:30
Using Model-Based Diagnosis to Improve Software Testing
Tom Zamir, Roni Stern, Meir Kalech
09:30-09:45
Pay-as-you-go OWL Query Answering Using a Triple Store
Yujiao Zhou, Yavor Nenov, Bernardo Cuenca Grau, Ian Horrocks
09:45-10:00
The Most Uncreative Examinee: A First Step toward Wide Coverage Natural Language Math Problem
Takuya Matsuzaki, Hidenao Iwane, Hirokazu Anai, Noriko Arai
09:15-09:30
Exponential Deepening A* for Real-Time Agent-Centered Search
Guni Sharon, Ariel Felner, Nathan Sturtevant
09:30-09:45
Identifying Hierarchies for Fast Optimal Search
Tansel Uras, Sven Koenig
09:45-10:00
Elimination Ordering in Lifted First-Order Probabilistic Inference
Seyed Mehran Kazemi, David Poole
09:15-09:30
The Importance of Cognition and Affect for Artificially Intelligent Decision Makers
Celso de Melo, Jonathan Gratch, Peter Carnevale
09:30-09:45
Efficient Codes for Inverse Dynamics during Walking
Leif Johnson, Dana Ballard
09:45-10:00
Modeling Subjective Experience-based Learning under Uncertainty and Frames
Hyung-Il Ahn, Rosalind Picard
09:15-09:30
A Parameterized Complexity Analysis of Generalized CP-Nets
Martin Kronegger, Martin Lackner, Andreas Pfandler, Reinhard Pichler
09:30-09:45
Evolutionary Dynamics of Q-Learning over the Sequence Form
Fabio Panozzo, Nicola Gatti, Marcello Restelli
09:45-10:00
Two Case Studies for Trading Multiple Indivisible Goods with Indifferences
Akihisa Sonoda, Etsushi Fujita, Taiki Todo, Makoto Yokoo
10:20-10:35
Encoding Tree Sparsity in Multi-Task Learning: A Probabilistic Framework
Lei Han, Yu Zhang, Guojie Song, Kunqing Xie
10:35-10:50
Labeling Complicated Objects: Multi-View Multi-Instance Multi-Label Learning
Cam-Tu Nguyen, Xiaoliang Wang, Zhi-Hua Zhou
10:50-11:05
Cross-Domain Metric Learning Based on Information Theory
Hao Wang, Wei Wang, Chen Zhang, Fanjiang Xu
11:05-11:20
HC-Search for Multi-Label Prediction: An Empirical Study
Janardhan Rao Doppa, Jun Yu, Chao Ma, Alan Fern, Prasad Tadepalli
11:20-11:35
Learning Instance Concepts from Multiple-Instance Data with Bags as Distributions
Gary Doran, Soumya Ray
11:35-11:50
Online Multi-Task Learning via Sparse Dictionary Optimization
Paul Ruvolo, Eric Eaton
10:20-10:35
SenticNet 3: A Common and Common-Sense Knowledge Base for Cognition-Driven Sentiment Analysis
Erik Cambria, Daniel Olsher, Dheeraj Rajagopal
10:35-10:50
Improving Domain-independent Cloud-based Speech Recognition with Domain-dependent Phonetic
Johannes Twiefel, Timo Baumann, Stefan Heinrich, Stefan Wermter
10:50-11:05
Knowledge Graph Embedding by Translating on Hyperplanes
Zhen Wang, Jianwen Zhang, Jianlin Feng, Zheng Chen
11:05-11:20
Mind the Gap: Machine Translation by Minimizing the Semantic Gap in Embedding Space
Jiajun Zhang, Shujie Liu, Mu Li, Ming Zhou, Chengqing Zong
11:20-11:35
Hybrid Singular Value Thresholding for Tensor Completion
Xiaoqin Zhang, Zhengyuan Zhou, Di Wang, Yi Ma
11:35-11:50
PREGO: An Action Language for Belief-Based Cognitive Robotics in Continuous Domains
Vaishak Belle, Hector Levesque
10:20-10:35
Learning Low-Rank Representations with Classwise Block-Diagonal Structure for Robust Face
Yong Li, Jing Liu, Zechao Li, Yangmuzi Zhang, Hanqing Lu, Songde Ma
10:35-10:50
Semantic Segmentation Using Multiple Graphs with Block-Diagonal Constraints
Ke Zhang, Wei Zhang, Sheng Zeng, Xiangyang Xue
10:50-11:05
Locality-constrained Low-rank Coding for Image Classification
Ziheng Jiang, Ping Guo, Lihong Peng
11:05-11:20
Diagram Understanding in Geometry Problems
Min Joon Seo, Hannaneh Hajishirzi, Ali Farhadi, Oren Etzioni
11:20-11:35
Latent Domains Modeling for Visual Domain Adaptation
Caiming Xiong, Scott McCloskey, Shao-Hang Hsieh, Jason Corso
11:35-11:50
Low-Rank Tensor Learning with Discriminant Analysis for Action Classification and Image Recovery
Chengcheng Jia, Guoqiang Zhong, Yun Fu
10:20-10:35
Decentralized Stochastic Planning with Anonymity in Interactions
Pradeep Varakantham, Yossiri Adulyasak, Patrick Jaillet
10:35-10:50
Type-Based Exploration with Multiple Search Queues for Satisficing Planning
Fan Xie, Martin Mueller, Robert Holte, Tatsuya Imai
10:50-11:05
Symbolic Domain Predictive Control
Johannes Löhr, Martin Wehrle, Maria Fox, Bernhard Nebel
11:05-11:20
Grandpa Hates Robots - Interaction Constraints for Planning in Inhabited Environments
Uwe Köckemann, Federico Pecora, Lars Karlsson
11:20-11:35
Cost-Based Query Optimization via AI Planning
Nathan Robinson, Sheila McIlraith, David Toman
11:35-11:50
Computing Contingent Plans via Fully Observable Non-Deterministic Planning
Christian Muise, Vaishak Belle, Sheila McIlraith
10:20-10:35
Fraudulent Support Telephone Number Identification Based on Co-occurrence Information on the Web
Xin Li, Yiqun Liu, Min Zhang, Shaoping Ma
10:35-10:50
Influence Maximization with Novelty Decay in Social Networks
S. Feng, X. Chen, G. Cong, Y. Zeng, Y.M. Chee, Y. Xiang
10:50-11:05
Online Social Spammer Detection
Xia Hu, Jiliang Tang, Huan Liu
11:05-11:20
Stochastic Privacy
Adish Singla, Eric Horvitz, Ece Kamar, Ryen White
11:20-11:35
k-CoRating: Filling up Data to Obtain Privacy and Utility
Feng Zhang, Victor E Lee, Ruoming Jin
11:35-11:50
Fast and Accurate Influence Maximization on Large Networks with Pruned Monte-Carlo Simulations
Naoto Ohsaka, Takuya Akiba, Yuichi Yoshida, Ken-Ichi Kawarabayashi
10:20-10:35
Game-theoretic Resource Allocation for Protecting Large Public Events
Yue Yin, Bo An, Manish Jain
10:35-10:50
Fixing a Balanced Knockout Tournament
H. Aziz, S. Gaspers, S. Mackenzie, N. Mattei, P. Stursberg, T. Walsh
10:50-11:05
Lazy Defenders Are Almost Optimal Against Diligent Attackers
Avrim Blum, Nika Haghtalab, Ariel Procaccia
11:05-11:20
Preference Elicitation and Interview Minimization in Stable Matchings
Joanna Drummond, Craig Boutilier
11:20-11:35
Regret Transfer and Parameter Optimization
Noam Brown, Tuomas Sandholm
11:35-11:50
On Detecting Nearly Structured Preference Profiles
Edith Elkind, Martin Lackner
10:20-10:50
Deploying CommunityCommands: A Software Command Recommender System Case Study
Wei Li, Justin Matejka, Tovi Grossman, George Fitzmaurice
10:50-11:20
Predictive Models for Determining If and When to Display Online Lead Forms
Chan et.al
11:20-11:50
CiteSeerX: AI in a Digital Library Search Engine
Wu, Williams, Chen, Khabsa, Caragea, Ororbia, Jordan, Giles
13:00-14:00
AI and AAAI: Fascinating Research and Engaged Community
Manuela Veloso
14:00-14:30
Feature-Cost Sensitive Learning with Submodular Trees of Classifiers
Matt Kusner, Wenlin Chen, Quan Zhou, Eddie Xu, Kilian Weinberger, Yixin Chen
14:30-15:00
A Computational Challenge Problem in Materials Discovery: Synthetic Problem Generator and Real-World
Le Bras, Bernstein, Gregoire, Suram, Gomes, Selman, Van Dover
15:00-15:30
Collaborative Models for Referring Expression Generation in Situated Dialogue
Rui Fang, Malcolm Doering, Joyce Chai
15:30-16:00
On Boosting Sparse Parities
Lev Reyzin
16:00-16:30
Regret-Based Multi-Agent Coordination with Uncertain Task Rewards
Feng Wu, Nicholas R. Jennings
16:30-17:00
How Long Will It Take? Accurate Prediction of Ontology Reasoning Performance
Y.-B. Kang, J.Z. Pan, S. Krishnaswamy, W. Sawangphol, Y.-F. Li
17:00-17:30
Avoiding Plagiarism in Markov Sequence Generation
Alexandre Papadopoulos, Pierre Roy, François Pachet
17:30-18:00
Fast Multi-Instance Multi-Label Learning
Sheng-Jun Huang, Wei Gao, Zhi-Hua Zhou
18:00-18:30
Modeling and Mining Spatiotemporal Patterns of Infection Risk from Heterogeneous Data for Active Surveillance
Bo Yang, Hua Guo, Yi Yang, Benyun Shi, Xiaonong Zhou, Jiming Liu
18:30-19:00
Scalable Sparse Covariance Estimation via Self-Concordance
Anastasios Kyrillidis, Rabeeh Karimi Mahabadi, Quoc Tran-Dinh, Volkan Cevher
19:00-19:30
Spatio-Temporal Consistency as a Means to Identify Unlabeled Objects in a Continuous Data Field
James Faghmous, Hung Nguyen, Matthew Le, Vipin Kumar
19:30-20:00
Active Learning for Crowdsourcing Using Knowledge Transfer
Meng Fang, Jie Yin, Dacheng Tao
20:00-20:30
Sequential Click Prediction for Sponsored Search with Recurrent Neural Networks
Y. Zhang, H. Dai, C. Xu, J. Feng, T. Wang, J. Bian, B. Wang, T.-Y. Liu
20:30-21:00
Learning Parametric Models for Social Infectivity in Multi-dimensional Hawkes Processes
Liangda Li, Hongyuan Zha
21:00-21:30
A Convex Formulation for Semi-supervised Multi-Label Feature Selection
Xiaojun Chang, Feiping Nie, Yi Yang, Heng Huang
21:30-22:00
TacTex’13: A Champion Adaptive Power Trading Agent
Daniel Urieli, Peter Stone
14:00-14:20
Emerging: A Smart Range Helping Cognitively-Impaired Persons Cooking
Bruno Bouchard, Kevin Bouchard, Abdenour Bouzouane
14:20-14:40
Emerging: A Speech-Driven Second Screen Application for TV Program Discovery
Yeh et.al
14:40-15:00
Emerging: Clustering Species Accumulation Curves to Identify Skill Levels of Citizen Scientists Participating in the eBird
Jun Yu, Weng-Keen Wong, Steve Kelling
15:00-15:20
Emerging: Pattern Discovery in Protein Networks Reveals High-Confidence Predictions of Novel
Hazem Radwan Ahmed, Janice I. Glasgow
14:45-15:00
Accurate Integration of Aerosol Predictions by Smoothing on a Manifold
Shuai Zheng, James Kwok
15:00-15:15
Robust Distance Metric Learning in the Presence of Label Noise
Dong Wang, Xiaoyang Tan
15:15-15:30
Predicting Postoperative Atrial Fibrillation from Independent ECG Components
Chih-Chun Chia, James Blum, Zahi Karam, Satinder Singh, Zeeshan Syed
14:45-15:00
Generalizing Policy Advice with Gaussian Process Bandits for Dynamic Skill Improvement
Jared Glover, Charlotte Zhu
15:00-15:15
Robust Bayesian Inverse Reinforcement Learning with Sparse Behavior Noise
Jiangchuan Zheng, Siyuan Liu, Lionel Ni
15:15-15:30
Multiagent Metareasoning Through Organizational Design
Jason Sleight, Ed Durfee
14:45-15:00
Predicting the Hardness of Learning Bayesian Networks
B. Malone, K. Kangas, M. Järvisalo, M. Koivisto, P. Myllymäki
15:00-15:15
Relational One-Class Classification: A Non-Parametric Approach
Tushar Khot, Sriraam Natarajan, Jude Shavlik
15:15-15:30
User Group Oriented Temporal Dynamics Exploration
Zhiting Hu, Junjie Yao, Bin Cui
14:45-15:00
Give a Hard Problem to a Diverse Team: Exploring Large Action Spaces
L. Soriano Marcolino, H. Xu, A.X. Jiang, M. Tambe, E. Bowring
15:00-15:15
Dynamic Multi-Agent Task Allocation with Spatial and Temporal Constraints
Sofia Amador, Steven Okamoto, Roie Zivan
15:15-15:30
Symbolic Model Checking Epistemic Strategy Logic
Xiaowei Huang, Ron van der Meyden
14:45-15:00
Cross-View Feature Learning for Scalable Social Image Analysis
Wenxuan Xie, Yuxin Peng, Jianguo Xiao
15:00-15:15
Unsupervised Alignment of Natural Language Instructions with Video Segments
Iftekhar Naim, Young Song, Qiguang Liu, Henry Kautz, Jiebo Luo, Daniel Gildea
15:15-15:30
Experiments on Visual Information Extraction with the Faces of Wikipedia
Md. Kamrul Hasan, Christopher Pal
14:45-15:00
Mechanism Design for Scheduling with Uncertain Execution Time.
Vincent Conitzer, Angelina Vidali
15:00-15:15
Beat the Cheater: Computing Game-Theoretic Strategies for When to Kick a Gambler out of a Casino
T.B. Sørensen, M. Dalis, J. Letchford, D. Korzhyk, V. Conitzer
15:15-15:30
A Characterization of the Single-Peaked Single-Crossing Domain
Edith Elkind, Piotr Faliszewski, Piotr Skowron
15:30
Learning Concept Embeddings for Query Expansion by Quantum Entropy Minimization
Alessandro Sordoni, Yoshua Bengio, Jian-Yun Nie
15:30
Learning Unknown Event Models
Matthew Molineaux, David Aha
15:30
An Adversarial Interpretation of Information-Theoretic Bounded Rationality
Pedro A. Ortega, Daniel D. Lee
15:30
Flexible and Scalable Partially Observable Planning with Linear Translations
Blai Bonet, Hector Geffner
15:30
A Generalized Genetic Algorithm-Based Solver for Very Large Jigsaw Puzzles of Complex Types
Dror Sholomon, Omid E. David, Nathan S. Netanyahu
15:30
The Fisher Market Game: Equilibrium and Welfare
Brânzei, Chen, Deng, Filos-Ratsikas, Stiil Frederiksen, Zhang
15:30
Bounding the Support Size in Extensive Form Games with Imperfect Information
Martin Schmid, Matej Moravcik, Milan Hladik
15:30
Point-Based POMDP Solving with Factored Value Function Approximation
Tiago Veiga, Matthijs Spaan, Pedro Lima
15:30
A Propagator Design Framework for Constraints over Sequences
Jean-Noël Monette, Pierre Flener, Justin Pearson
15:30
Pathway Specification and Comparative Queries: A High Level Language with Petri Net Semantics
Saadat Anwar, Chitta Baral
15:30
A Relevance-Based Compilation Method for Conformant Probabilistic Planning
Ran Taig, Ronen I. Brafman
15:30
Simpler Bounded Suboptimal Search
Matthew Hatem, Wheeler Ruml
15:30
Improving Context and Category Matching for Entity Search
Yueguo Chen, Lexi Gao, Shuming Shi, Xiaoyong Du, Ji-Rong Wen
15:30
Data Quality in Ontology-based Data Access: The Case of Consistency
Marco Console, Maurizio Lenzerini
15:30
Modal Ranking: A Uniquely Robust Voting Rule
Ioannis Caragiannis, Ariel Procaccia, Nisarg Shah
15:30
Recommendation by Mining Multiple User Behaviors with Group Sparsity
Ting Yuan, Jian Cheng, Xi Zhang, Shuang Qiu, Hanqing Lu
16:00-17:00
Panel: From Research to Deployed Applications: Crossing the Valley of Death
Adam Cheyer, David Gunning, Craig Knoblock, Steve Minton
16:15
Compact Aspect Embedding For Diversified Query Expansion
Xiaohua Liu, Arbi Bouchoucha, Alessandro Sordoni, Jian-Yun Nie
16:15
Learning Scripts as Hidden Markov Models
W. Orr, P. Tadepalli, J.R. Doppa, X. Fern, T. Dietterich
16:15
Using Response Functions to Measure Strategy Strength
Trevor Davis, Neil Burch, Michael Bowling
16:15
Relaxation Search: a Simple Way of Managing Optional Clauses
Fahiem Bacchus, Jessica Davies, Maria Tsimpoukelli, George Katsirelos
16:15
Towards Scalable Exploration of Diagnoses in an Ontology Stream
Freddy Lecue
16:15
Calibration-Free BCI Based Control
J. Grizou, I. Iturrate, L. Montesano, P.-Y. Oudeyer, M. Lopes
16:15
Managing Change in Graph-structured Data Using Description Logics
Shqiponja Ahmetaj, Diego Calvanese, Magdalena Ortiz, Mantas Simkus
16:15
Joule Counting Correction for Electric Vehicles using Artificial Neural Nets
Michael Taylor
16:15
Solving Zero-Sum Security Games in Discretized Spatio-Temporal Domains
H. Xu, F. Fang, A. Jiang, V. Conitzer, S. Dughmi, M. Tambe
16:15
Robust Non-Negative Dictionary Learning
Qihe Pan, Deguang Kong, Chris Ding, Bin Luo
16:15
Doubly Regularized Portfolio with Risk Minimization
Weiwei Shen, Jun Wang, Shiqian Ma
16:15
Mixing-time Regularized Policy Gradient
Tetsuro Morimura, Takayuki Osogami, Tomoyuki Shirai
16:15
Generalized Higher-Order Tensor Decomposition via Parallel ADMM
Fanhua Shang, Yuanyuan Liu, James Cheng
16:15
Towards Topological-transformation Robust Shape Comparison: A Sparse Representation Based Manifold Embedding
Longwen Gao, Shuigeng Zhou
16:15
Propagating Regular Counting Constraints
Nicolas Beldiceanu, Pierre Flener, Justin Pearson, Pascal Van Hentenryck
16:15
Manifold Spanning Graphs
Cj Carey, Sridhar Mahadevan
16:15
Tightening Bounds for Bayesian Network Structure Learning
Xiannian Fan, Changhe Yuan, Brandon Malone
16:15
Incentivizing High-Quality Content from Heterogeneous Users: On the Existence of Nash Equilibrium
Yingce Xia, Tao Qin, Nenghai Yu, Tie-Yan Liu
16:15
Voting with Rank Dependent Scoring Rules
Judy Goldsmith, Jerome Lang, Nicholas Mattei, Patrice Perny
16:15
Latent Low-Rank Transfer Subspace Learning for Missing Modality Recognition
Zhengming Ding, Ming Shao, Yun Fu
16:15
Diagnosing Analogue Linear Systems Using Dynamic Topological Reconfiguration
Alexander Feldman, Gregory Provan
16:15
Sparse Compositional Metric Learning
Yuan Shi, Aurélien Bellet, Fei Sha
16:15
Role-Aware Conformity Influence Modeling and Analysis in Social Networks
Jing Zhang, Jie Tang, Honglei Zhuang, Cane Leung, Juanzi Li
16:15
Planning as Model Checking in Hybrid Domains
Sergiy Bogomolov, Daniele Magazzeni, Andreas Podelski, Martin Wehrle
16:15
Computing General First-order Parallel and Prioritized Circumscription
Hai Wan, Zhanhao Xiao, Zhenfeng Yuan, Heng Zhang, Yan Zhang
16:15
A Joint Optimization Model for Image Summarization Based on Image Content and Tags
Hongliang Yu, Zhi-Hong Deng, Yunlun Yang, Tao Xiong
16:15
Pre-trained Multi-view Word Embedding using Two-side Neural Network
Yong Luo, Jian Tang, Jun Yan, Chao Xu, Zheng Chen
16:15
Regret-based Optimization and Preference Elicitation for Stackelberg Security Games with Uncertainty
Thanh Nguyen, Amulya Yadav, Bo An, Milind Tambe, Craig Boutilier
16:15
Globally and Locally Consistent Unsupervised Projection
Hua Wang, Feiping Nie, Heng Huang
16:15
Low-Rank Tensor Completion with Spatio-Temporal Consistency
Hua Wang, Feiping Nie, Heng Huang
16:15
Sample-Adaptive Multiple Kernel Learning
Xinwang Liu, Lei Wang, Jian Zhang, Jianping Yin
16:15
Gradient Descent with Proximal Average for Nonconvex and Composite Regularization
Wenliang Zhong, James Kwok
17:00-18:00
AAAI-14 Speed Dating
18:00-19:15
AAAI-14 Pasta Buffet (open to all)
19:30-22:30
Fun and Games Night
10:00-10:20
Coffee Break
11:50-13:00
Lunch Break
15:30-16:00
Coffee Break
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