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CORR
2004
Springer
76views Education» more  CORR 2004»
15 years 2 months ago
Parallel Mixed Bayesian Optimization Algorithm: A Scaleup Analysis
Jiri Ocenasek, Martin Pelikan
136
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SARA
2007
Springer
15 years 8 months ago
Active Learning of Dynamic Bayesian Networks in Markov Decision Processes
Several recent techniques for solving Markov decision processes use dynamic Bayesian networks to compactly represent tasks. The dynamic Bayesian network representation may not be g...
Anders Jonsson, Andrew G. Barto
111
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NIPS
2008
15 years 4 months ago
Bayesian Experimental Design of Magnetic Resonance Imaging Sequences
We show how improved sequences for magnetic resonance imaging can be found through optimization of Bayesian design scores. Combining approximate Bayesian inference and natural ima...
Matthias W. Seeger, Hannes Nickisch, Rolf Pohmann,...
124
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JMLR
2006
103views more  JMLR 2006»
15 years 2 months ago
MinReg: A Scalable Algorithm for Learning Parsimonious Regulatory Networks in Yeast and Mammals
In recent years, there has been a growing interest in applying Bayesian networks and their extensions to reconstruct regulatory networks from gene expression data. Since the gene ...
Dana Pe'er, Amos Tanay, Aviv Regev