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SIAMSC
2011
219views more  SIAMSC 2011»
Fast Algorithms for Bayesian Uncertainty Quantification in Large-Scale Linear Inverse Problems Based on Low-Rank Partial Hessian
12 years 23 days ago
Fast Algorithms for Bayesian Uncertainty Quantification in Large-Scale Linear Inverse Problems Based on Low-Rank Partial Hessian
Download  lucaswilcox.com
We consider the problem of estimating the uncertainty in large-scale linear statistical inverse problems with high-dimensional parameter spaces within the framework of Bayesian inf...
H. P. Flath, Lucas C. Wilcox, Volkan Akcelik, Judi...
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ICML
2007
IEEE
180views Machine Learning» more  ICML 2007»
Bayesian actor-critic algorithms
13 years 6 months ago
Bayesian actor-critic algorithms
Download  www.machinelearning.org
We1 present a new actor-critic learning model in which a Bayesian class of non-parametric critics, using Gaussian process temporal difference learning is used. Such critics model ...
Mohammad Ghavamzadeh, Yaakov Engel
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