1477 search results - page 129 / 296 » Random Convex Programs |
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CONCUR
1997
Springer
15 years 9 months ago
1997
Springer
Abstract. We extend cc to allow the specification of a discrete probability distribution for random variables. We demonstrate the expressiveness of pcc by synthesizing combinators...
135
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MP
2006
15 years 5 months ago
2006
We consider two-stage pure integer programs with discretely distributed stochastic right-hand sides. We present an equivalent superadditive dual formulation that uses the value fun...
123
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ICML
2008
IEEE
16 years 5 months ago
2008
IEEE
In apprenticeship learning, the goal is to learn a policy in a Markov decision process that is at least as good as a policy demonstrated by an expert. The difficulty arises in tha...
153
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STOC
2003
ACM
16 years 5 months ago
2003
ACM
We give efficient algorithms to sample uniformly, and count approximately, the solutions to a zero-one knapsack problem. The algorithm is based on using dynamic programming to pro...
146
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CMSB
2004
Springer
15 years 10 months ago
2004
Springer
In this paper we present a methodology to estimate rates of enzymatic reactions in metabolic pathways. Our methodology is based on applying stochastic logic learning in ensemble le...