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hierarchical dirichlet process

49 papers

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Also known as

HDP

Co-occurring keywords

bayesian nonparametrics (270) topic model (290) topic modeling (461) variational inference (2069) nonparametric bayesian (124) gibbs sampling (201) hierarchical dirichlet processes (7) bayesian inference (1907) online learning (1777) dirichlet process (132)

Papers

Parallel Markov Chain Monte Carlo for Nonparametric Mixture Models ICML 2013
Subtle Topic Models and Discovering Subtly Manifested Software Concerns Automatically ICML 2013
Bayesian Nonparametric Hidden Semi-Markov Models JMLR 2013
A Variational Approximation for Topic Modeling of Hierarchical Corpora ICML 2013
Augment-and-Conquer Negative Binomial Processes NIPS 2012
Small-Variance Asymptotics for Exponential Family Dirichlet Process Mixture Models NIPS 2012
Truncation-free Online Variational Inference for Bayesian Nonparametric Models NIPS 2012
Truly Nonparametric Online Variational Inference for Hierarchical Dirichlet Processes NIPS 2012
Learning to Learn with Compound HD Models NIPS 2011
The Doubly Correlated Nonparametric Topic Model NIPS 2011
The Discrete Infinite Logistic Normal Distribution for Mixed-Membership Modeling AISTATS 2011
Online Variational Inference for the Hierarchical Dirichlet Process AISTATS 2011
On the Analysis of Multi-Channel Neural Spike Data NIPS 2011
Non-Parametric Estimation of Topic Hierarchies from Texts with Hierarchical Dirichlet Processes JMLR 2011
Decoupling Sparsity and Smoothness in the Discrete Hierarchical Dirichlet Process NIPS 2009
Distributed Algorithms for Topic Models JMLR 2009
Nonparametric Bayesian Texture Learning and Synthesis NIPS 2009
Syntactic Topic Models NIPS 2008
Asynchronous Distributed Learning of Topic Models NIPS 2008
Nonparametric Bayesian Learning of Switching Linear Dynamical Systems NIPS 2008
Infinite State Bayes-Nets for Structured Domains NIPS 2007
Collapsed Variational Inference for HDP NIPS 2007
Adaptor Grammars: A Framework for Specifying Compositional Nonparametric Bayesian Models NIPS 2006
Hierarchical Dirichlet Processes with Random Effects NIPS 2006