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dirichlet process mixture

24 papers

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Also known as

DP MIXTURE DPM

Co-occurring keywords

bayesian nonparametrics (270) dirichlet process (132) variational inference (2069) mixture model (262) bayesian inference (1907) gibbs sampling (201) nonparametric bayesian (124) online learning (1777) gaussian process (1200) online inference (27)

Papers

Flexible Bayesian Product Mixture Models for Vector Autoregressions JMLR 2024
Gaussian Processes with Errors in Variables: Theory and Computation JMLR 2023
Infinite ShapeOdds: Nonparametric Bayesian Models for Shape Representations AAAI 2020
Discriminative Bayesian Nonparametric Clustering IJCAI 2017
Scalable Estimation of Dirichlet Process Mixture Models on Distributed Data IJCAI 2017
Adaptive Low-Complexity Sequential Inference for Dirichlet Process Mixture Models NIPS 2015
Streaming Variational Inference for Dirichlet Process Mixtures ACML 2015
Ordered Stick-Breaking Prior for Sequential MCMC Inference of Bayesian Nonparametric Models ICML 2015
The Population Posterior and Bayesian Modeling on Streams NIPS 2015
Max-Margin Infinite Hidden Markov Models ICML 2014
Dynamic Clustering via Asymptotics of the Dependent Dirichlet Process Mixture NIPS 2013
A simple example of Dirichlet process mixture inconsistency for the number of components NIPS 2013
Binary to Bushy: Bayesian Hierarchical Clustering with the Beta Coalescent NIPS 2013
Online Learning of Nonparametric Mixture Models via Sequential Variational Approximation NIPS 2013
Memoized Online Variational Inference for Dirichlet Process Mixture Models NIPS 2013
Parallel Sampling of DP Mixture Models using Sub-Cluster Splits NIPS 2013
Small-Variance Asymptotics for Exponential Family Dirichlet Process Mixture Models NIPS 2012
Truncation-free Online Variational Inference for Bayesian Nonparametric Models NIPS 2012
Bayesian Hierarchical Cross-Clustering AISTATS 2011
Clustering via Dirichlet Process Mixture Models for Portable Skill Discovery NIPS 2011
Sequential Monte Carlo Samplers for Dirichlet Process Mixtures AISTATS 2010
Cross Species Expression Analysis using a Dirichlet Process Mixture Model with Latent Matchings NIPS 2010
Dirichlet Process Mixtures of Generalized Linear Models AISTATS 2010
Accelerated Variational Dirichlet Process Mixtures NIPS 2006