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David Blei
Results: 105

#	Item
71	BAYESIAN SPECTRAL MATCHING: TURNING YOUNG MC INTO MC HAMMER VIA MCMC SAMPLING Matthew D. Hoffman†, Perry R. Cook†‡, David M. Blei† Princeton University † Department of Computer Science, ‡Department of Music, Add to Reading List Source URL: www.cs.princeton.edu Language: English - Date: 2010-08-18 22:20:55 Acoustics Signal processing Spectrogram Short-time Fourier transform Mathematics Analysis Time–frequency analysis Fourier analysis Transforms
72	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: www.cs.princeton.edu Language: English - Date: 2014-02-17 10:04:00 Probability and statistics Topic model Latent Dirichlet allocation Regression analysis N-gram Dynamic topic model Statistical natural language processing Statistics Science
73	Modeling Overlapping Communities with Node Popularities Prem Gopalan1 , Chong Wang2 , and David M. Blei1 1 Department of Computer Science, Princeton University, {pgopalan,blei}@cs.princeton.edu Add to Reading List Source URL: www.cs.princeton.edu Language: English - Date: 2013-12-05 16:49:22 Evolving networks Community structure Degree distribution Combinatorics Networks Graph theory Mathematics
74	Bayesian Nonparametric Matrix Factorization for Recorded Music Matthew D. Hoffman MDHOFFMA @ 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 22:20:55 Estimation theory Statistical inference Multivariate statistics Non-negative matrix factorization Expectation–maximization algorithm Likelihood function Sufficient statistic Gamma distribution Exponential family Statistics Statistical theory Bayesian statistics
75	The Discrete Infinite Logistic Normal Distribution for Mixed-Membership Modeling John Paisley, Chong Wang and David Blei Department of Computer Science, Princeton University {jpaisley,chongw,blei}@princeton.edu Add to Reading List Source URL: www.cs.princeton.edu Language: English - Date: 2011-05-12 14:11:18 Statistical inference Statistical theory Variational Bayesian methods Latent Dirichlet allocation Gamma distribution Dirichlet process Mixture model Normal distribution Gamma function Statistics Bayesian statistics Statistical natural language processing
76	Variational Inference for Adaptor Grammars Noah A. Smith David M. Blei Shay B. Cohen School of Computer Science Computer Science Department School of Computer Science Carnegie Mellon University Add to Reading List Source URL: www.cs.princeton.edu Language: English - Date: 2010-08-18 22:20:55 Stochastic processes Bayesian statistics Statistical models Probability theory Dirichlet process Formal grammar Pitman–Yor process Gibbs sampling Inside-outside algorithm Statistics Probability and statistics Formal languages
77	Predicting Legislative Roll Calls from Text 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: 2011-05-12 14:11:19 Statistical natural language processing Natural language processing Bayesian statistics Statistical models Statistical theory Topic model Mixture model Latent Dirichlet allocation Information retrieval Statistics Science Probability and statistics
78	Scalable Inference of Overlapping Communities Prem Gopalan David Mimno Sean M. Gerrish Michael J. Freedman David M. Blei {pgopalan,mimno,sgerrish,mfreed,blei}@cs.princeton.edu Department of Computer Science Princeton Un Add to Reading List Source URL: www.cs.princeton.edu Language: English - Date: 2012-11-10 21:14:58 Evolving networks Matter Mathematics Networks Community structure Graph theory
79	Visualizing Topic Models Allison J.B. Chaney and David M. Blei Department of Computer Science Princeton University, Princeton, NJ USA [removed], [removed] Add to Reading List Source URL: www.cs.princeton.edu Language: English - Date: 2012-03-19 20:32:26 Topic model Latent Dirichlet allocation Ethology Scientific modelling Visualization Dynamic topic model Statistical natural language processing Science Statistics
80	Syntactic Topic Models Supplement 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 Factorial Symbol Gamma distribution Mathematics Mathematical analysis Dirichlet distribution

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