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dirichlet process

132 papers

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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

Discovering Relevance-Dependent Bicluster Structure from Relational Data IJCAI 2017
Semi-Supervised Learning of a Pronunciation Dictionary from Disjoint Phonemic Transcripts and Text INTERSPEECH 2017
A Density-based Nonparametric Model for Online Event Discovery from the Social Media Data IJCAI 2017
CrossCat: A Fully Bayesian Nonparametric Method for Analyzing Heterogeneous, High Dimensional Data JMLR 2016
Dirichlet Process Mixture Model for Correcting Technical Variation in Single-Cell Gene Expression Data ICML 2016
Multi-view Anomaly Detection via Robust Probabilistic Latent Variable Models NIPS 2016
Supervised Learning of Acoustic Models in a Zero Resource Setting to Improve DPGMM Clustering INTERSPEECH 2016
Unsupervised Bottleneck Features for Low-Resource Query-by-Example Spoken Term Detection INTERSPEECH 2016
CRAFT: ClusteR-specific Assorted Feature selecTion AISTATS 2016
Bayesian Non-Parametric Inference for Manifold Based MoCap Representation ICCV 2015
Adaptive Low-Complexity Sequential Inference for Dirichlet Process Mixture Models NIPS 2015
Non-Gaussian Discriminative Factor Models via the Max-Margin Rank-Likelihood ICML 2015
A Bayesian nonparametric procedure for comparing algorithms ICML 2015
A Dirichlet Process Mixture Model for Spherical Data AISTATS 2015
Manifold-valued Dirichlet Processes ICML 2015
Atomic Spatial Processes ICML 2015
A Convex Exemplar-based Approach to MAD-Bayes Dirichlet Process Mixture Models ICML 2015
Scalable Nonparametric Multiway Data Analysis AISTATS 2015
Bayesian Adaptive Matrix Factorization With Automatic Model Selection CVPR 2015
Distributed Inference for Dirichlet Process Mixture Models ICML 2015
Incremental Tree-Based Inference with Dependent Normalized Random Measures AISTATS 2014
Pitfalls in the use of Parallel Inference for the Dirichlet Process ICML 2014
Bayesian Entropy Estimation for Countable Discrete Distributions JMLR 2014
Improving Prediction from Dirichlet Process Mixtures via Enrichment JMLR 2014
The Infinite Mixture of Infinite Gaussian Mixtures NIPS 2014