conftrace_

marginal likelihood

75 papers

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Also known as

ML

Co-occurring keywords

bayesian inference (1907) gaussian process (1200) variational inference (2069) model selection (456) laplace approximation (70) bayesian model selection (22) hyperparameter optimization (406) latent variable model (564) graphical model (864) model evidence (13)

Papers

PAC-Bayesian Theory Meets Bayesian Inference NIPS 2016
Parametric Object Motion From Blur CVPR 2016
An Empirical-Bayes Score for Discrete Bayesian Networks PGM 2016
Bayesian optimization for automated model selection NIPS 2016
Rebuilding Factorized Information Criterion: Asymptotically Accurate Marginal Likelihood ICML 2015
Decoupled Variational Gaussian Inference NIPS 2014
Estimating Latent-Variable Graphical Models using Moments and Likelihoods ICML 2014
Asynchronous Anytime Sequential Monte Carlo NIPS 2014
Tilted Variational Bayes AISTATS 2014
A recursive estimate for the predictive likelihood in a topic model AISTATS 2013
Efficient Optimization for Sparse Gaussian Process Regression NIPS 2013
Distributed Learning of Gaussian Graphical Models via Marginal Likelihoods AISTATS 2013
Evaluation of marginal likelihoods via the density of states AISTATS 2012
On Estimation and Selection for Topic Models AISTATS 2012
Fast Variational Inference in the Conjugate Exponential Family NIPS 2012
Active Learning of Model Evidence Using Bayesian Quadrature NIPS 2012
An Asymptotic Behaviour of the Marginal Likelihood for General Markov Models JMLR 2011
Gaussian Process Training with Input Noise NIPS 2011
Nonnegative dictionary learning in the exponential noise model for adaptive music signal representation NIPS 2011
Bayesian Gaussian Process Latent Variable Model AISTATS 2010
Marginal Likelihood Integrals for Mixtures of Independence Models JMLR 2009
The Generalized FITC Approximation NIPS 2007
Bayesian Model Scoring in Markov Random Fields NIPS 2006
Asymptotic Model Selection for Naive Bayesian Networks JMLR 2005
Exact Bayesian Structure Discovery in Bayesian Networks JMLR 2004