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Dirichlet distribution
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1	Introduction to the Dirichlet Distribution and Related Processes Bela A. Frigyik, Amol Kapila, and Maya R. Gupta Department of Electrical Engineering University of Washington Add to Reading List Source URL: mayagupta.org - Date: 2013-08-04 23:46:56
2	Maximum Likelihood Estimation of Dirichlet Distribution Parameters Jonathan Huang Abstract. Dirichlet distributions are commonly used as priors over proportional data. In this paper, I will introduce this distribution, d Add to Reading List Source URL: jonathan-huang.org Language: English - Date: 2014-09-08 21:47:30 Statistics Mathematical analysis Probability Probability distributions Gamma distribution Dirichlet distribution Exponential family Beta distribution Mixture model Multinomial distribution Likelihood function Maximum likelihood estimation
3	A Latent Dirichlet Allocation Model for Entity Resolution Indrajit Bhattacharya Lise Getoor University of Maryland Add to Reading List Source URL: drona.csa.iisc.ernet.in Language: English - Date: 2005-12-21 17:12:02 Probability Statistics Sampling Survey methodology Mixture model Gibbs sampling Record linkage Latent Dirichlet allocation Probability distribution Prior probability Causality
4	Correlated Community Estimation Models Over a Set of Names Suresh Veluru∗ , Yogachandran Rahulamathavan∗ , Suresh Manandhar† , and Muttukrishnan Rajarajan∗ ∗ Information Security Group, School of Engineering a Add to Reading List Source URL: www.uncertaintyofidentity.com Language: English - Date: 2014-11-25 09:34:28 Statistics Probability Probability distributions Statistical natural language processing Latent Dirichlet allocation Statistical models Mixture model Topic model Dirichlet distribution Multinomial distribution Gibbs sampling Perplexity
5	A Latent Variable Model for Geographic Lexical Variation Jacob Eisenstein Brendan O’Connor Noah A. Smith Eric P. Xing School of Computer Science Carnegie Mellon University Add to Reading List Source URL: homes.cs.washington.edu Language: English - Date: 2015-07-30 17:50:53 Statistics Probability Statistical natural language processing Probability distributions Estimation theory Regression analysis Dynamic topic model Latent Dirichlet allocation Variational Bayesian methods Mixture model Topic model Normal distribution
6	A Latent Dirichlet Model for Unsupervised Entity Resolution Indrajit Bhattacharya Lise Getoor Department of Computer Science University of Maryland, College Park, MDAbstract Add to Reading List Source URL: drona.csa.iisc.ernet.in Language: English - Date: 2006-02-01 15:14:20 Probability Statistics Probability distributions Stochastic processes Latent Dirichlet allocation Statistical natural language processing Mixture model Prior probability Dirichlet distribution Gibbs sampling Sampling Dirichlet process
7	Learning Semantic Representations with Hidden Markov Topics Models Mark Andrews () Gabriella Vigliocco () Cognitive, Perceptual and Brain Sciences University College London, Add to Reading List Source URL: www.mjandrews.net Language: English - Date: 2014-12-16 12:40:25 Statistics Probability Machine learning Statistical natural language processing Statistical models Markov models Probability distributions Latent Dirichlet allocation Dirichlet distribution Topic model Mixture model Gibbs sampling
8	Construction of Dependent Dirichlet Processes based on Poisson Processes Dahua Lin CSAIL, MIT Add to Reading List Source URL: dahua.me Language: English - Date: 2013-01-06 22:24:50 Probability Statistics Stochastic processes Markov processes Probability distributions Poisson processes Markov models Poisson point process Poisson distribution Dirichlet process Mixture model Gibbs sampling
9	FP7-ICT Strategic Targeted Research Project (STREP) TrendMiner (NoLarge-scale, Cross-lingual Trend Mining and Summarisation of Real-time Media Streams D3.3.1 Tools for mining non-stationary data - v2 Clustering Add to Reading List Source URL: www.trendminer-project.eu Language: English - Date: 2014-05-02 17:17:44 Statistical natural language processing Machine learning Statistics Artificial intelligence Topic model Latent Dirichlet allocation Gibbs sampling Multinomial logistic regression Dynamic topic model Dirichlet-multinomial distribution
10	Coupled Dirichlet Processes: Beyond HDP John Fisher MIT CSAIL Add to Reading List Source URL: dahua.me Language: English - Date: 2013-01-06 22:23:38 Statistics Probability Stochastic processes Hierarchical Dirichlet process Dirichlet process Dirichlet distribution Mixture model Hidden Markov model Gibbs sampling Probability distribution Poisson point process

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