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INFORMATICASI
2008
101views more  INFORMATICASI 2008»
13 years 6 months ago
The Cross-Entropy Method for Policy Search in Decentralized POMDPs
Frans A. Oliehoek, Julian F. P. Kooij, Nikos A. Vl...
ANOR
2005
79views more  ANOR 2005»
13 years 5 months ago
The Cross-Entropy Method for Network Reliability Estimation
Abstract. Consider a network of unreliable links, modelling for example a communication network. Estimating the reliability of the network
Kin-Ping Hui, Nigel Bean, Miro Kraetzl, Dirk P. Kr...
ICML
2003
IEEE
14 years 6 months ago
Optimizing Classifier Performance via an Approximation to the Wilcoxon-Mann-Whitney Statistic
When the goal is to achieve the best correct classification rate, cross entropy and mean squared error are typical cost functions used to optimize classifier performance. However,...
Lian Yan, Robert H. Dodier, Michael Mozer, Richard...
ICASSP
2007
IEEE
14 years 9 days ago
Markov Random Field Energy Minimization via Iterated Cross Entropy with Partition Strategy
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...
Jue Wu, Albert C. S. Chung