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Dirichlet distribution
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#	Item
41	Hierarchical Learning of Dimensional Biases in Human Categorization Adam Sanborn Gatsby Computational Neuroscience Unit University College London Add to Reading List Source URL: www.gatsby.ucl.ac.uk Language: English - Date: 2009-12-15 22:15:42 Learning theory Cluster analysis Data analysis Mixture model Dimensional analysis Dimension Multivariate normal distribution Dirichlet process Covariance matrix Statistics Machine learning Concept learning
42	Collapsed Variational Dirichlet Process Mixture Models∗ Max Welling Kenichi Kurihara Dept. of Computer Science Dept. of Computer Science UC Irvine, USA Add to Reading List Source URL: www.ics.uci.edu Language: English - Date: 2012-07-24 13:22:36 Expectation–maximization algorithm Dirichlet process Mixture model Latent Dirichlet allocation Normal distribution Factorial Markov chain Central limit theorem Bayesian inference Statistics Bayesian statistics Variational Bayesian methods
43	Lecture 11: The Dirichlet Distribution and Text 4F13: Machine Learning Carl Edward Rasmussen and Zoubin Ghahramani Department of Engineering University of Cambridge Add to Reading List Source URL: mlg.eng.cam.ac.uk Language: English - Date: 2013-02-27 09:49:11
44	Latent Variable Models for Predicting File Dependencies in Large-Scale Software Development Diane J. Hu1 , Laurens van der Maaten1,2 , Youngmin Cho1 , Lawrence K. Saul1 , Sorin Lerner1 1 Dept. of Computer Science & Engin Add to Reading List Source URL: lvdmaaten.github.io Language: English - Date: 2015-06-09 09:51:41 Mixture model Expectation–maximization algorithm Dirichlet process Bernoulli distribution Variational Bayesian methods Statistics Cluster analysis Machine learning
45	Models beyond the Dirichlet process Add to Reading List Source URL: www.carloalberto.org Language: English - Date: 2011-11-14 08:51:09 Stochastic processes Bayesian statistics Dirichlet process Gamma distribution Prior probability Probability distribution Support Exponentials Conjugate prior Statistics Mathematical analysis Probability and statistics
46	Distributional properties of means of random probability measures Add to Reading List Source URL: www.carloalberto.org Language: English - Date: 2011-11-14 08:51:06 Estimation theory Dirichlet distribution Symbol Laplace transform Gamma distribution Conjugate prior Mathematical analysis Statistics Fourier analysis
47	Scalable Recommendation with Poisson Factorization Prem Gopalan Jake M. Hofman David M. Blei Add to Reading List Source URL: www.jakehofman.com Language: English - Date: 2013-11-25 11:00:49 Variational Bayesian methods Latent Dirichlet allocation Recommender system Poisson distribution Non-negative matrix factorization Expectation–maximization algorithm Collaborative filtering Exponential family Statistics Bayesian statistics Multivariate statistics
48	A Variational Approximation for Topic Modeling of Hierarchical Corpora Do-kyum Kim Geoffrey M. Voelker Add to Reading List Source URL: cseweb.ucsd.edu Language: English - Date: 2013-03-20 12:49:52 Statistical models Latent Dirichlet allocation Variational Bayesian methods Graphical models Topic model Expectation–maximization algorithm Mixture model Dirichlet process Dirichlet distribution Statistics Statistical natural language processing Bayesian statistics
49	Sparse Sequential Dirichlet Coding Joel Veness† arXiv:1206.3618v1 [cs.IT] 16 Jun 2012 † Add to Reading List Source URL: arxiv.org Language: English - Date: 2012-06-18 20:13:21 Arithmetic coding Information theory Johann Peter Gustav Lejeune Dirichlet Lookup table Statistics Computing Computer programming Dirichlet distribution
50	R Reference Card by Tom Short, EPRI PEAC, Granted to the public domain. See www.Rpad.org for the source and latest version. Includes material from R for Beginners by Emmanuel Paradis (with Add to Reading List Source URL: dirichlet.mat.puc.cl Language: English - Date: 2004-11-29 04:02:09 Covariance and correlation Linear algebra Functions and mappings Abstract algebra Elementary mathematics Function Normal distribution Vector space Logarithm Mathematics Algebra Mathematical analysis