dirichlet process

132 papers

Explore in graph

Also known as

DPMM DP

Co-occurring keywords

bayesian nonparametrics (175) bayesian inference (1904) mixture model (262) variational inference (2069) nonparametric bayesian (124) bayesian nonparametric (137) gibbs sampling (201) markov chain monte carlo (724) dirichlet process mixture (24) gaussian process (1198)

Papers

Characterizing the Function Space for Bayesian Kernel Models JMLR 2007

Multi-Task Learning for Classification with Dirichlet Process Priors JMLR 2007

Learning Time-Intensity Profiles of Human Activity using Non-Parametric Bayesian Models NIPS 2006

A Nonparametric Bayesian Method for Inferring Features From Similarity Judgments NIPS 2006

Accelerated Variational Dirichlet Process Mixtures NIPS 2006

Hidden Markov Dirichlet Process: Modeling Genetic Recombination in Open Ancestral Space NIPS 2006

A Bayesian Model for Supervised Clustering with the Dirichlet Process Prior JMLR 2005