Presentations and Authors


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Track:
 

Artificial Intelligence and the Web

ET-LDA: Joint Topic Modeling for Aligning Events and their Twitter Feedback PDF
Yuheng Hu, Ajita John, Fei Wang, Subbarao Kambhampati
Predictive Mining of Comparable Entities from the Web PDF
Myungha Jang, Jin-woo Park, Seung-won Hwang

Computational Sustainability and Artificial Intelligence

Patrol Strategies to Maximize Pristine Forest Area PDF
Matthew Paul Johnson, Fei Fang, Milind Tambe
Cooperative Virtual Power Plant Formation Using Scoring Rules PDF
Valentin Robu, Ramachandra Kota, Georgios Chalkiadakis, Alex Rogers, Nicholas R. Jennings

Knowledge-Based Information Systems

Choosing Linguistics over Vision to Describe Images PDF
Ankush Gupta, Yashaswi Verma, C. V. Jawahar
Content Recommendation for Attention Management in Unified Social Messaging PDF
Hongxia Jin
Random Projection with Filtering for Nearly Duplicate Search PDF
Yue Lin, Rong Jin, Deng Cai, Xiaofei He

Machine Learning

Multi-Label Learning on Tensor Product Graph PDF
Jonathan Jiang
Topic Correlation Analysis for Cross-Domain Text Classification PDF
Lianghao Li, Xiaoming Jin, Mingsheng Long
Towards Discovering What Patterns Trigger What Labels PDF
Yu-Feng Li, Ju-Hua Hu, Yuang Jiang, Zhi-Hua Zhou
Knapsack Based Optimal Policies for Budget–Limited Multi–Armed Bandits PDF
Long Tran-Thanh, Archie Chapman, Alex Rogers, Nicholas R Jennings
Discriminative Clustering via Generative Feature Mapping PDF
Liwei Wang, Xiong Li, Zhuowen Tu, Jiaya Jia
Learning from Demonstration for Goal-Driven Autonomy PDF
Ben George Weber, Michael Mateas, Arnav Jhala
Online Kernel Selection: Algorithms and Evaluations PDF
Tianbao Yang, Mehrdad Mahdavi, Rong Jin, Jinfeng Yi, Steven C.H. Hoi
Efficient Online Learning for Large-Scale Sparse Kernel Logistic Regression PDF
Lijun Zhang, Rong Jin, Chun Chen, Jiajun Bu, Xiaofei He

Multiagent Systems

Optimizing Payments in Dominant-Strategy Mechanisms for Multi-Parameter Domains PDF
Lachlan Thomas Dufton, Victor Naroditskiy, Maria Polukarov, Nicholas R. Jennings
The Deployment-to-Saturation Ratio in Security Games PDF
Manish Jain, Kevin Leyton-Brown, Milind Tambe
Finding Optimal Abstract Strategies in Extensive-Form Games PDF
Michael Johanson, Nolan Bard, Neil Burch, Michael Bowling
A Hybrid Algorithm for Coalition Structure Generation PDF
Talal Rahwan, Tomasz Michalak, Nicholas Jennings

Multidisciplinary Topics

Construction of New Medicines via Game Proof Search PDF
Abraham Heifets, Igor Jurisica

Natural-Language Processing

Generating Chinese Classical Poems with Statistical Machine Translation Models PDF
Jing He, Ming Zhou, Long Jiang
Using First-Order Logic to Compress Sentences PDF
Minlie Huang, Xing Shi, Feng Jin, Xiaoyan Zhu

Reasoning about Plans, Processes, and Actions

The Complexity of Planning Revisited — A Parameterized Analysis PDF
Christer Bäckström, Yue Chen, Peter Jonsson, Sebastian Ordyniak, Stefan Szeider
Planning in Factored Action Spaces with Symbolic Dynamic Programming PDF
Aswin Raghavan, Saket Joshi, Alan Fern, Prasad Tadepalli, Roni Khardon

Reasoning Under Uncertainty

Advances in Lifted Importance Sampling PDF
Vibhav Gogate, Abhay Jha, Deepak Venugopal
Sequential Decision Making with Rank Dependent Utility: A Minimax Regret Approach PDF
Gildas Jeantet, Patrice Perny, Olivier Spanjaard

Robotics

Visual Saliency Estimation through Manifold Learning PDF
Richard M. Jiang, Danny Crookes
Coordinated Multi-Robot Exploration Under Communication Constraints Using Decentralized Markov Decision Processes PDF
Laetitia Matignon, Laurent Jeanpierre, Abdel-Illah Mouaddib

Spotlight

Delivering the Smart Grid: Challenges for Autonomous Agents and Multi-Agent Systems Research PDF
Alex Rogers, Sarvapali D. Ramchurn, Nicholas R. Jennings

Student Abstracts

Estimation of Suitable Action to Realize Given Novel Effect with Given Tool Using Bayesian Tool Affordances PDF
Raghvendra Jain, Tetsunari Inamura


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