Dirichlet distribution

Results: 214



#Item
91Variational Bayesian methods / Latent Dirichlet allocation / Expectation–maximization algorithm / Dirichlet distribution / Bayesian inference / Probabilistic latent semantic analysis / Hyperparameter / Statistics / Bayesian statistics / Statistical natural language processing

UAI[removed]ASUNCION ET AL. 27

Add to Reading List

Source URL: arxiv.org

Language: English - Date: 2012-05-13 20:03:54
92Bayesian inference / Dirichlet distribution / Conjugate prior / Bayesian linear regression / Statistics / Bayesian statistics / Bayesian network

Machine Learning, 20, [removed]) © 1995 Kluwer Academic Publishers, Boston. Manufactured in The Netherlands. Learning Bayesian Networks: The Combination of Knowledge and Statistical Data DAVID HECKERMAN

Add to Reading List

Source URL: www.cs.technion.ac.il

Language: English - Date: 2011-11-09 03:51:34
93Statistical models / Bayesian networks / Markov models / Machine learning / Topic model / Latent Dirichlet allocation / Plate notation / N-gram / Dirichlet distribution / Statistics / Probability / Statistical natural language processing

A Topic Model for Melodic Sequences Athina Spiliopoulou Amos Storkey School of Informatics, University of Edinburgh

Add to Reading List

Source URL: homepages.inf.ed.ac.uk

Language: English - Date: 2012-05-29 11:10:27
94Markov chain / Normal distribution / Dirichlet process / Bayesian inference / Marginal likelihood / Conjugate prior / Statistics / Bayesian statistics / Mixture model

Learning Community-based Preferences via Dirichlet Process Mixtures of Gaussian Processes Ehsan Abbasnejad Scott Sanner ANU & NICTA NICTA & ANU

Add to Reading List

Source URL: users.cecs.anu.edu.au

Language: English - Date: 2013-04-25 08:14:01
95Statistical models / Markov models / Dirichlet process / Latent Dirichlet allocation / Mixture model / Dirichlet distribution / Hidden Markov model / Probability distribution / Concentration parameter / Statistics / Stochastic processes / Statistical natural language processing

Mixed Membership Models for Time Series

Add to Reading List

Source URL: www.stat.washington.edu

Language: English - Date: 2013-09-13 14:45:30
96Bioinformatics / Hidden Markov model / Markov processes / Markov chain / Dirichlet distribution / Dirichlet process / Chinese restaurant process / Concentration parameter / Statistics / Stochastic processes / Markov models

BNP_MSP_final_IEEEformat.dvi

Add to Reading List

Source URL: www.stat.washington.edu

Language: English - Date: 2012-07-06 10:47:49
97Statistical theory / Statistical inference / Estimation theory / Hidden Markov model / Dirichlet process / Mixture model / Expectation–maximization algorithm / Dirichlet distribution / Chinese restaurant process / Statistics / Stochastic processes / Statistical models

A Sticky HDP-HMM with Application to Speaker Diarization

Add to Reading List

Source URL: www.stat.washington.edu

Language: English - Date: 2013-09-06 16:11:07
98Topic model / Mixture model / Information retrieval / Maximum likelihood / Modal logic / Dirichlet distribution / Dirichlet process / Dynamic topic model / Bag of words model in computer vision / Statistics / Statistical natural language processing / Latent Dirichlet allocation

Learning Cross-modality Similarity for Multinomial Data Yangqing Jia UC Berkeley EECS Mathieu Salzmann TTI-Chicago

Add to Reading List

Source URL: www.eecs.berkeley.edu

Language: English - Date: 2013-10-18 17:47:26
99Estimation theory / Bayesian statistics / Statistical theory / Bioinformatics / Expectation–maximization algorithm / Variational Bayesian methods / Gamma distribution / Multinomial distribution / Dirichlet distribution / Statistics / Probability and statistics / Statistical natural language processing

Shared Logistic Normal Distributions for Soft Parameter Tying in Unsupervised Grammar Induction Shay B. Cohen and Noah A. Smith Language Technologies Institute School of Computer Science Carnegie Mellon University

Add to Reading List

Source URL: www.cs.cmu.edu

Language: English - Date: 2009-03-31 16:28:07
100Estimation theory / Poisson processes / Dynamic topic model / Bayesian statistics / Poisson distribution / Latent Dirichlet allocation / Gamma distribution / Expectation–maximization algorithm / Conjugate prior / Statistics / Statistical natural language processing / Stochastic processes

Multiscale Topic Tomography Ramesh Nallapati William Cohen Susan Ditmore

Add to Reading List

Source URL: www.cs.cmu.edu

Language: English - Date: 2007-03-30 09:51:36
UPDATE