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David Blei
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#	Item
81	Mixed Membership Stochastic Blockmodels Edoardo M. Airoldi 1,2 , David M. Blei 1 , Stephen E. Fienberg 3,4 & Eric P. Xing 4∗ 1 Department of Computer Science, 2 Lewis-Sigler Institute, Princeton University 3 Add to Reading List Source URL: www.cs.princeton.edu Language: English - Date: 2010-08-18 22:20:56 Missing data Bayesian statistics Kalman filter Latent Dirichlet allocation Constructible universe FO Kullback–Leibler divergence Variational Bayesian methods Statistics Estimation theory Expectation–maximization algorithm
82	Online Learning for Latent Dirichlet Allocation David M. Blei Department of Computer Science Princeton University Princeton, NJ Add to Reading List Source URL: www.cs.princeton.edu Language: English - Date: 2011-01-13 06:22:07 Markov models Bayesian statistics Latent Dirichlet allocation Expectation–maximization algorithm Variational Bayesian methods Markov chain Topic model Statistics Machine learning Statistical natural language processing
83	The Nested Chinese Restaurant Process and Bayesian Nonparametric Inference of Topic Hierarchies DAVID M. BLEI Princeton University, Princeton, New Jersey AND Add to Reading List Source URL: www.cs.princeton.edu Language: English - Date: 2010-08-18 22:20:55 Statistical natural language processing Statistical models Statistical inference Dirichlet process Latent Dirichlet allocation Chinese restaurant process Non-parametric statistics Mixture model Bayesian network Statistics Stochastic processes Bayesian statistics
84	Syntactic Topic Models David Blei Department of Computer Science 35 Olden Street Princeton University Add to Reading List Source URL: www.cs.princeton.edu Language: English - Date: 2010-08-18 22:20:55 Computational linguistics Natural language processing Information retrieval Syntax Topic model Latent Dirichlet allocation Treebank Parsing Stochastic context-free grammar Science Linguistics Statistical natural language processing
85	Relative Performance Guarantees for Approximate Inference in Latent Dirichlet Allocation Indraneel Mukherjee David M. Blei Add to Reading List Source URL: www.cs.princeton.edu Language: English - Date: 2010-08-18 22:20:56 Bayesian statistics Statistical models Latent Dirichlet allocation Variational Bayesian methods Expectation–maximization algorithm Mixture model Probabilistic latent semantic analysis Dirichlet process Latent semantic analysis Statistics Statistical natural language processing Natural language processing
86	Online Variational Inference for the Hierarchical Dirichlet Process Chong Wang John Paisley David M. Blei Computer Science Department, Princeton University Add to Reading List Source URL: www.cs.princeton.edu Language: English - Date: 2011-05-12 14:11:19 Latent Dirichlet allocation Dynamic topic model Variational Bayesian methods Topic model Hidden Markov model Calculus of variations Mixture model Bayesian inference Dirichlet process Statistics Statistical natural language processing Bayesian statistics
87	DATA-DRIVEN RECOMPOSITION USING THE HIERARCHICAL DIRICHLET PROCESS HIDDEN MARKOV MODEL Matthew D. Hoffman† , Perry R. Cook†‡ , David M. Blei† Princeton University †Dept. of Computer Science ‡Dept. of Music Add to Reading List Source URL: www.cs.princeton.edu Language: English - Date: 2010-08-18 22:20:55 Probability and statistics Hidden Markov model Markov chain Speech recognition Stochastic matrix Viterbi algorithm Expectation–maximization algorithm Gibbs sampling Hierarchical hidden Markov model Markov models Statistics Machine learning
88	Journal of Machine Learning Research[removed]2410 Submitted 10/09; Revised 12/10; Published 8/10 Distance Dependent Chinese Restaurant Processes David M. Blei Add to Reading List Source URL: www.cs.princeton.edu Language: English - Date: 2013-02-16 21:04:48 Machine learning Probability theory Dirichlet process Chinese restaurant process Mixture model Cluster analysis Mixture Exchangeable random variables Statistics Stochastic processes Statistical models
89	The Inverse Regression Topic Model Maxim Rabinovich† MR 608@ CAM . AC . UK Department of Engineering, University of Cambridge, Trumpington Street, Cambridge CB2 1PZ David M. Blei Add to Reading List Source URL: jmlr.org Language: English - Date: 2014-02-16 19:30:21 Probability and statistics Topic model Latent Dirichlet allocation Regression analysis N-gram Dynamic topic model Statistical natural language processing Statistics Science
90	A Language-based Approach to Measuring Scholarly Impact Sean M. Gerrish SGERRISH @ CS . PRINCETON . EDU David M. Blei BLEI @ CS . PRINCETON . EDU Add to Reading List Source URL: www.cs.princeton.edu Language: English - Date: 2010-08-18 22:20:56 Statistics Markov models Dynamic topic model Information retrieval Latent Dirichlet allocation Natural language processing Topic model N-gram Refer Statistical natural language processing Information science Science

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