152 search results - page 1 / 31 » A Tutorial on the Cross-Entropy Method |
ANOR
2005
13 years 4 months ago
2005
The cross-entropy (CE) method is a new generic approach to combinatorial and multi-extremal
ORL
2007
13 years 4 months ago
2007
We present new theoretical convergence results on the Cross-Entropy method for discrete optimization. Our primary contribution is to show that a popular implementation of the Cros...
ICASSP
2007
IEEE
13 years 11 months ago
2007
IEEE
This paper introduces a novel energy minimization method, namely iterated cross entropy with partition strategy (ICEPS), into the Markov random field theory. The solver, which is...
ICML
2003
IEEE
14 years 5 months ago
2003
IEEE
We present a learning framework for Markovian decision processes that is based on optimization in the policy space. Instead of using relatively slow gradient-based optimization al...
ICML
2005
IEEE
14 years 5 months ago
2005
IEEE
We consider support vector machines for binary classification. As opposed to most approaches we use the number of support vectors (the "L0 norm") as a regularizing term ...