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176
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ACL
2007
15 years 7 months ago
2007
Over the last few years, two of the main research directions in machine learning of natural language processing have been the study of semi-supervised learning algorithms as a way...
136
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AAAI
2010
15 years 7 months ago
2010
Trial-based approaches offer an efficient way to solve singleagent MDPs and POMDPs. These approaches allow agents to focus their computations on regions of the environment they en...
135
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AAAI
2006
15 years 7 months ago
2006
Many planning and design problems can be characterized as optimal search over a constrained network of conditional choices with preferences. To draw upon the advanced methods of c...
156
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FORTE
1990
15 years 7 months ago
1990
This paper describes a decision procedure for bisimulation-based equivalence relations between labeled transition systems. The algorithm usually performed in order to verify bisim...
167
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CORR
2006
Springer
15 years 6 months ago
2006
Springer
Abstract. We propose and analyze a new vantage point for the learning of mixtures of Gaussians: namely, the PAC-style model of learning probability distributions introduced by Kear...