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Variational Bayesian methods
Results: 181

#	Item
131	Efficient Online Inference for Bayesian Nonparametric Relational Models Dae Il Kim1 , Prem Gopalan2 , David M. Blei2 , and Erik B. Sudderth1 1 2 Add to Reading List Source URL: www.cs.princeton.edu Language: English - Date: 2013-12-05 16:49:22 Bayesian statistics Graph theory Statistical natural language processing Variational Bayesian methods Perplexity Community structure Degree distribution Pruning Latent Dirichlet allocation Statistics Networks Mathematics
132	Nonparametric Variational Inference Samuel J. Gershman [removed] Department of Psychology, Princeton University, Green Hall, Princeton, NJ[removed]USA Matthew D. Hoffman Add to Reading List Source URL: www.cs.princeton.edu Language: English - Date: 2012-06-05 15:28:29 Estimation theory Statistical models Statistical theory Variational Bayesian methods Probability theory Conjugate prior Mixture model Marginal likelihood Kullback–Leibler divergence Statistics Bayesian statistics Probability and statistics
133	Sparse stochastic inference for latent Dirichlet allocation David Mimno [removed] Princeton U., Dept. of Computer Science, 35 Olden St., Princeton, NJ 08540, USA Matthew D. Hoffman Add to Reading List Source URL: www.cs.princeton.edu Language: English - Date: 2012-06-05 15:28:29 Bayesian statistics Latent Dirichlet allocation Expectation–maximization algorithm Variational Bayesian methods Gibbs sampling Dirichlet distribution Topic model Markov chain Monte Carlo Markov chain Statistics Statistical natural language processing Markov models
134	Robust RegBayes: Selectively Incorporating First-Order Logic Domain Knowledge into Bayesian Models Add to Reading List Source URL: jmlr.org Language: English - Date: 2014-02-16 19:30:21 Bayesian probability Latent Dirichlet allocation Variational Bayesian methods Bayesian inference Entailment Inference Topic model Principle of maximum entropy Statistics Logic Bayesian statistics
135	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
136	Bayesian Nonparametric Poisson Factorization for Recommendation Systems Prem Gopalan Princeton University Add to Reading List Source URL: www.cs.princeton.edu Language: English - Date: 2014-03-17 12:44:23 Variational Bayesian methods Mixture model Poisson distribution Collaborative filtering Dirichlet process Bayesian inference Recommender system Gamma distribution Markov chain Statistics Bayesian statistics Expectation–maximization algorithm
137	Variational Inference for the Nested Chinese Restaurant 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 Variational Bayesian methods Statistical models Expectation–maximization algorithm Dirichlet process Gibbs sampling Mixture model Bayesian inference Exponential family Kullback–Leibler divergence Statistics Bayesian statistics Statistical theory
138	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
139	Variational Bayesian Inference with Stochastic Search John Paisley1 David M. Blei3 Michael I. Jordan1,2 1 Add to Reading List Source URL: www.cs.princeton.edu Language: English - Date: 2012-06-05 15:28:29 Bayesian statistics Probability theory Science Variational Bayesian methods Variational message passing Marginal likelihood Dirichlet process Variational method Delta method Statistics Estimation theory Logic
140	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

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