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Variational Bayesian methods
Results: 181

#	Item
141	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
142	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
143	Variational Inference for Stick-Breaking Beta Process Priors John Paisley1 [removed] Lawrence Carin2 [removed] Add to Reading List Source URL: www.cs.princeton.edu Language: English - Date: 2011-05-12 14:11:18 Poisson distribution Variational method Normal distribution Divergence Beta distribution Bayesian inference Statistics Bayesian statistics Variational Bayesian methods
144	Continuous Time Dynamic Topic Models Chong Wang Computer Science Dept. Princeton University Princeton, NJ 08540 Add to Reading List Source URL: www.cs.princeton.edu Language: English - Date: 2010-08-18 22:20:53 Statistical models Dynamic topic model Markov models Control theory Variational Bayesian methods Latent Dirichlet allocation Mixture model Topic model Probabilistic latent semantic analysis Statistics Statistical natural language processing Bayesian statistics
145	Truncation-free Stochastic Variational Inference for Bayesian Nonparametric Models Chong Wang⇤ Machine Learning Department Carnegie Mellon University [removed] Add to Reading List Source URL: www.cs.princeton.edu Language: English - Date: 2012-11-10 21:14:58 Dirichlet process Latent Dirichlet allocation Mixture model Bayesian inference Importance sampling Inference Conjugate prior Hierarchical Bayes model Dirichlet distribution Statistics Bayesian statistics Variational Bayesian methods
146	How They Vote: Issue-Adjusted Models of Legislative Behavior Sean M. Gerrish∗ Department of Computer Science Princeton University Add to Reading List Source URL: www.cs.princeton.edu Language: English - Date: 2012-11-10 21:14:58 Economic model Latent Dirichlet allocation Bayesian statistics Statistical natural language processing Variational Bayesian methods
147	Black Box Variational Inference Rajesh Ranganath Sean Gerrish David M. Blei Princeton University, 35 Olden St., Princeton, NJ 08540 Add to Reading List Source URL: www.cs.princeton.edu Language: English - Date: 2014-03-17 12:44:23 Bayesian networks Variational Bayesian methods Variational message passing Operations research Gibbs sampling Normal distribution Mathematical optimization Score Stochastic optimization Statistics Estimation theory Bayesian statistics
148	An Adaptive Learning Rate for Stochastic Variational Inference Rajesh Ranganath Princeton University, 35 Olden St., Princeton, NJ[removed]RAJESHR @ CS . PRINCETON . EDU Add to Reading List Source URL: www.cs.princeton.edu Language: English - Date: 2013-03-19 08:30:44 Stochastic optimization Probability theory Stochastic approximation Mathematical optimization Bayesian inference Latent Dirichlet allocation Expectation–maximization algorithm Variational Bayesian methods Statistics Bayesian statistics Estimation theory
149	Department of Statistics OXFORD/WARWICK LECTURES Thursday 1st May 2014 at 2.00 p.m. Maths & Statistics, MS.03, Zeeman Building, University of Warwick Tea/coffee from 1.15 p.m. in the street -the hall after the main entr Add to Reading List Source URL: www.stats.ox.ac.uk Language: English - Date: 2014-04-08 11:27:52 Monte Carlo methods Computational statistics Statistical theory Statistical inference Markov chain Monte Carlo Bayesian inference Variational Bayesian methods Statistics Bayesian statistics Probability and statistics
150	Proposal/Contract no.: [removed]Project start: September 1, 2006 Project end: August 31, 2009 INTAMAP Interoperability and Automated Mapping Add to Reading List Source URL: www.intamap.org Language: English - Date: 2009-11-09 05:05:53 Bayesian statistics Robot control Computational statistics Variational Bayesian methods Particle filter Normal distribution Marginal likelihood Gaussian process Importance sampling Statistics Estimation theory Monte Carlo methods

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