conftrace_

expectation propagation

86 papers

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EP

Co-occurring keywords

variational inference (2069) bayesian inference (1907) gaussian process (1200) approximate inference (253) message passing (579) laplace approximation (70) posterior approximation (132) latent variable model (564) graphical model (864) spike-and-slab prior (17)

Papers

Approximations for Binary Gaussian Process Classification JMLR 2008
Bayesian Inference and Optimal Design for the Sparse Linear Model JMLR 2008
Improving on Expectation Propagation NIPS 2008
Gates NIPS 2008
Robust Regression with Twinned Gaussian Processes NIPS 2007
Bayesian Inference for Spiking Neuron Models with a Sparsity Prior NIPS 2007
TrueSkill Through Time: Revisiting the History of Chess NIPS 2007
Regulator Discovery from Gene Expression Time Series of Malaria Parasites: a Hierachical Approach NIPS 2007
Data Integration for Classification Problems Employing Gaussian Process Priors NIPS 2006
Assessing Approximate Inference for Binary Gaussian Process Classification JMLR 2005
Gaussian Processes for Ordinal Regression JMLR 2005