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AAAI
2015
4 years 2 days ago
Low-Rank Similarity Metric Learning in High Dimensions
Metric learning has become a widespreadly used tool in machine learning. To reduce expensive costs brought in by increasing dimensionality, low-rank metric learning arises as it c...
Wei Liu, Cun Mu, Rongrong Ji, Shiqian Ma, John R. ...
AAAI
2015
4 years 2 days ago
Toward Mobile Robots Reasoning Like Humans
Robots are increasingly becoming key players in human-robot teams. To become effective teammates, robots must possess profound understanding of an environment, be able to reason a...
Jean H. Oh, Arne Suppé, Felix Duvallet, Abd...
AAAI
2015
4 years 2 days ago
FACES: Diversity-Aware Entity Summarization Using Incremental Hierarchical Conceptual Clustering
Semantic Web documents that encode facts about entities on the Web have been growing rapidly in size and evolving over time. Creating summaries on lengthy Semantic Web documents f...
Kalpa Gunaratna, Krishnaprasad Thirunarayan, Amit ...
AAAI
2015
4 years 2 days ago
Factored MCTS for Large Scale Stochastic Planning
This paper investigates stochastic planning problems with large factored state and action spaces. We show that even with moderate increase in the size of existing challenge proble...
Hao Cui, Roni Khardon, Alan Fern, Prasad Tadepalli
AAAI
2015
4 years 2 days ago
Never-Ending Learning
Tom M. Mitchell, William W. Cohen, Estevam R. Hrus...
AAAI
2015
4 years 2 days ago
Price Evolution in a Continuous Double Auction Prediction Market With a Scoring-Rule Based Market Maker
The logarithmic market scoring rule (LMSR), the most common automated market making rule for prediction markets, is typically studied in the framework of dealer markets, where the...
Mithun Chakraborty, Sanmay Das, Justin Peabody
AAAI
2015
4 years 2 days ago
SAT-Based Strategy Extraction in Reachability Games
Reachability games are a useful formalism for the synthesis of reactive systems. Solving a reachability game involves (1) determining the winning player and (2) computing a winnin...
Niklas Eén, Alexander Legg, Nina Narodytska...
AAAI
2015
4 years 2 days ago
A Syntax-Independent Approach to Forgetting in Disjunctive Logic Programs
In this paper, we present an approach to forgetting in disjunctive logic programs, where forgetting an atom from a program amounts to a reduction in the signature of that program....
James P. Delgrande, Kewen Wang
AAAI
2015
4 years 2 days ago
Visually Interpreting Names as Demographic Attributes by Exploiting Click-Through Data
Name of an identity is strongly influenced by his/her cultural background such as gender and ethnicity, both vital attributes for user profiling, attribute-based retrieval, etc....
Yan-Ying Chen, Yin-Hsi Kuo, Chun-Che Wu, Winston H...
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