approximate inference

253 papers

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EM

Co-occurring keywords

variational inference (2069) graphical model (863) bayesian inference (1904) belief propagation (177) gaussian process (1198) probabilistic inference (310) expectation propagation (86) message passing (578) probabilistic graphical model (226) markov chain monte carlo (724)

Papers

Loopy Belief Propagation: Convergence and Effects of Message Errors JMLR 2005

An Approximate Analytical Approach to Resampling Averages JMLR 2003

PAC-Bayesian Generalisation Error Bounds for Gaussian Process Classification JMLR 2002