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» A Tutorial on the Cross-Entropy Method
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INFORMATICASI
2008
101views more  INFORMATICASI 2008»
13 years 7 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 7 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 8 months ago
Cross-Entropy Directed Embedding of Network Data
We present a novel approach to embedding data represented by a network into a lowdimensional Euclidean space. Unlike existing methods, the proposed method attempts to minimize an ...
Takeshi Yamada, Kazumi Saito, Naonori Ueda
MICCAI
2005
Springer
14 years 8 months ago
Cross Entropy: A New Solver for Markov Random Field Modeling and Applications to Medical Image Segmentation
This paper introduces a novel solver, namely cross entropy (CE), into the MRF theory for medical image segmentation. The solver, which is based on the theory of rare event simulati...
Jue Wu, Albert C. S. Chung