conftrace_

laplace approximation

85 papers

Explore in graph

Also known as

LA

Co-occurring keywords · papers mentioning both

bayesian inference (36) variational inference (17) gaussian process (15) markov chain monte carlo (9) uncertainty quantification (9) expectation propagation (8) bayesian neural network (8) marginal likelihood (7) uncertainty estimation (7) posterior approximation (6)

Papers

Approximate Marginals in Latent Gaussian Models JMLR 2011 Copula Processes NeurIPS 2010 Improving posterior marginal approximations in latent Gaussian models AISTATS 2010 Gaussian process regression with Student-t likelihood NeurIPS 2009 Automatic PCA Dimension Selection for High Dimensional Data and Small Sample Sizes JMLR 2008 A New View of Automatic Relevance Determination NeurIPS 2007 Bayesian Model Scoring in Markov Random Fields NeurIPS 2006 Single Channel Speech Separation Using Factorial Dynamics NeurIPS 2006 Assessing Approximate Inference for Binary Gaussian Process Classification JMLR 2005 Gaussian Processes for Ordinal Regression JMLR 2005