conftrace_

variational bayesian

39 papers

Explore in graph

Also known as

VB

Co-occurring keywords

variational inference (2069) bayesian inference (1907) variational bayesian inference (27) gaussian process (1200) mixture model (262) bayesian learning (185) non-parametric bayesian (18) speaker diarization (197) probabilistic model (476) topic model (290)

Papers

Probabilistic Low-Rank Subspace Clustering NIPS 2012
Global Solution of Fully-Observed Variational Bayesian Matrix Factorization is Column-Wise Independent NIPS 2011
Global Analytic Solution for Variational Bayesian Matrix Factorization NIPS 2010
Classification with Incomplete Data Using Dirichlet Process Priors JMLR 2010
Parallel Inference for Latent Dirichlet Allocation on Graphics Processing Units NIPS 2009
Non-Parametric Bayesian Dictionary Learning for Sparse Image Representations NIPS 2009
A Bayesian Model for Simultaneous Image Clustering, Annotation and Object Segmentation NIPS 2009
Variational Gaussian-process factor analysis for modeling spatio-temporal data NIPS 2009
Variational Mixture of Gaussian Process Experts NIPS 2008
A Collapsed Variational Bayesian Inference Algorithm for Latent Dirichlet Allocation NIPS 2006
Unified Inference for Variational Bayesian Linear Gaussian State-Space Models NIPS 2006
Stochastic Complexities of Gaussian Mixtures in Variational Bayesian Approximation JMLR 2006
Parameter Expanded Variational Bayesian Methods NIPS 2006
Accelerated Variational Dirichlet Process Mixtures NIPS 2006