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Dirichlet-multinomial distribution
Results: 43

#	Item
21	[removed]Project Report: Parallel LDA, Truth or Dare? Aapo Kyrölä Department of Computer Science Carnegie Mellon University Pittsburgh, PA 15213 Add to Reading List Source URL: www.cs.cmu.edu Language: English - Date: 2010-05-04 13:22:06 Latent Dirichlet allocation Kullback–Leibler divergence Gibbs sampling Normal distribution Divergence Perplexity Sampling Multinomial distribution Topic model Statistics Statistical natural language processing Statistical theory
22	A Brief Overview of Nonparametric Bayesian Models NIPS 2009 Workshop Zoubin Ghahramani1 Department of Engineering University of Cambridge, UK [removed] Add to Reading List Source URL: mlg.eng.cam.ac.uk Language: English - Date: 2009-12-21 12:46:22 Dirichlet distribution Pitman–Yor process Parametric model Dirac delta function Normal distribution Multinomial distribution Probability distribution Chinese restaurant process Conjugate prior Statistics Stochastic processes Dirichlet process
23	Parameter estimation for text analysis Gregor Heinrich Technical Note vsonix GmbH + University of Leipzig, Germany [removed] Add to Reading List Source URL: www.arbylon.net Language: English - Date: 2008-09-05 05:25:47 Conjugate prior Hyperparameter Dirichlet distribution Beta distribution Mixture model Prior probability Bayesian inference Multinomial distribution Categorical distribution Statistics Probability and statistics Bayesian statistics
24	Notes on Multinomial sparsity and the Dirichlet concentration parameter α David Bamman January 1, 2013 The Dirichlet distribution is parameterized by a vector of concentration parameters α. If α is symmetric (so that Add to Reading List Source URL: www.cs.cmu.edu Language: English - Date: 2013-01-01 17:27:42 Dirichlet distribution Constructible universe
25	Decoupling Sparsity and Smoothness in the Discrete Hierarchical Dirichlet Process Chong Wang Computer Science Department Princeton University Add to Reading List Source URL: www.cs.princeton.edu Language: English - Date: 2010-08-18 22:20:55 Statistical inference Latent Dirichlet allocation Dirichlet process Dirichlet distribution Concentration parameter Mixture model Topic model Multinomial distribution Bayesian inference Statistics Statistical natural language processing Bayesian statistics
26	Package ‘MGLM’ July 2, 2014 Version 0.0.6 Date 2014-04-08 Title Multivariate Response Generalized Linear Models Author Yiwen Zhang and Hua Zhou Add to Reading List Source URL: cran.r-project.org Language: English - Date: 2014-07-02 10:01:59 Actuarial science Categorical data Statistical models Multinomial distribution Dirichlet distribution Generalized linear model Multinomial logit Logistic regression Negative multinomial distribution Statistics Regression analysis Econometrics
27	Bayesian Checking for Topic Models David Mimno David Blei Department of Computer Science Department of Computer Science Add to Reading List Source URL: www.cs.princeton.edu Language: English - Date: 2011-07-06 15:29:12 Topic model Deviance Discrepancy function Multinomial distribution Multivariate Pólya distribution Dynamic topic model Statistics Statistical natural language processing Latent Dirichlet allocation
28	Modeling Word Burstiness Using the Dirichlet Distribution Rasmus E. Madsen [removed] Department of Informatics and Mathematical Modelling, Technical University of Denmark David Kauchak Add to Reading List Source URL: www.machinelearning.org Language: English - Date: 2008-12-01 11:15:29 Multinomial distribution Latent Dirichlet allocation Mixture model Language model Naive Bayes classifier Dirichlet distribution Latent semantic analysis Exponential family Probability distribution Statistics Statistical natural language processing Probabilistic latent semantic analysis
29	PDF Document Add to Reading List Source URL: people.csail.mit.edu Language: English - Date: 2008-04-25 00:52:07 Latent Dirichlet allocation Multinomial distribution Topic model Language model Automatic summarization Statistical natural language processing Statistics Probability and statistics
30	PDF Document Add to Reading List Source URL: machinelearning.wustl.edu Language: English - Date: 2013-06-04 11:27:34 Latent Dirichlet allocation Probabilistic latent semantic analysis Mixture model Topic model Dirichlet distribution Expectation–maximization algorithm Multinomial distribution N-gram Maximum likelihood Statistics Probability and statistics Statistical natural language processing

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