Fast Collapsed Gibbs Sampler for Dirichlet Process Gaussian Mixture Models using Rank 1 Cholesky updates Rajarshi Das http://www.cs.cmu.edu/~rajarshd/

Source URL: rajarshd.github.io

Chao-Yuan Wu | | http://chaoyuan.org RESEARCH INTERESTS Statistical machine learning, neural netwoks, and recommender systems.

Source URL: www.andrew.cmu.edu

• Stochastic processes
• Recommender system
• Dirichlet process
• Machine learning

An Alternative Prior Process for Nonparametric Bayesian Clustering Hanna M. Wallach Department of Computer Science University of Massachusetts Amherst

Source URL: dirichlet.net

A Bayesian Wilcoxon signed-rank test based on the Dirichlet process

Source URL: people.idsia.ch

Multidimensional covariate dependent Dirichlet process Bayesian nonparametrics Julyan Arbel CREST-INSEE, Universite´ Paris Dauphine

Source URL: www.agroparistech.fr

The Annals of Probability 2004, Vol. 32, No. 2, 1469–1495 DOI009117904000000270 © Institute of Mathematical Statistics, 2004 MEANS OF A DIRICHLET PROCESS AND MULTIPLE

Source URL: economia.unipv.it

1 Bayesian Inference for Linear Dynamic Models with Dirichlet Process Mixtures F. Caron1 , M. Davy1 , A. Doucet2 , E. Duflos1 , P. Vanheeghe1 . 1 CNRS/Ecole Centrale de Lille, Villeneuve d’Ascq, France

Source URL: www.stats.ox.ac.uk

Learning Conditional Latent Structures from Multiple Data Sources Viet Huynh1(B) , Dinh Phung1 , Long Nguyen2 , Svetha Venkatesh1 , and Hung H. Bui3 1

Source URL: dept.stat.lsa.umich.edu

• Statistics
• Probability
• Statistical natural language processing
• Probability distributions
• Stochastic processes
• Machine learning
• Statistical models
• Latent Dirichlet allocation
• Dirichlet process
• Dirichlet distribution
• Mixture model
• Gibbs sampling

An Alternative Prior Process for Nonparametric Bayesian Clustering Hanna M. Wallach Department of Computer Science University of Massachusetts Amherst

Source URL: www-stat.wharton.upenn.edu

• Statistics
• Stochastic processes
• Statistical theory
• Probability
• Hierarchical Dirichlet process
• Dirichlet process
• PitmanYor process
• Chinese restaurant process
• Dirichlet distribution
• Mixture model
• Concentration parameter
• Pattern recognition

Time-Sensitive Dirichlet Process Mixture Models Xiaojin Zhu Zoubin Ghahramani May 2005

Source URL: mlg.eng.cam.ac.uk