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Mixture theory
Results: 438

#	Item
161	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.columbia.edu Language: English - Date: 2015-03-12 00:16:20 Machine learning Probability theory Dirichlet process Chinese restaurant process Mixture model Cluster analysis Mixture Exchangeable random variables Statistics Stochastic processes Statistical models
162	6.867 Machine learning, lecture 15 (Jaakkola) 1 Lecture topics: • Diﬀerent types of mixture models (cont’d) Add to Reading List Source URL: ocw.mit.edu Language: English - Date: 2015-03-15 16:36:56 Statistical models Cluster analysis Expectation–maximization algorithm Missing data Mixture model Likelihood function Statistics Estimation theory Bayesian statistics
163	Continuous Time Dynamic Topic Models Chong Wang Computer Science Dept. Princeton University Princeton, NJ 08540 Add to Reading List Source URL: www.cs.columbia.edu Language: English - Date: 2015-03-12 00:16:23 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
164	Sparseness Achievement in Hidden Markov Models Manuele Bicego∗ DEIR - University of Sassari via Torre Tonda, [removed]Sassari - Italy Add to Reading List Source URL: profs.sci.univr.it Language: English - Date: 2011-10-29 17:56:25 Estimation theory Machine learning Bioinformatics Hidden Markov model Markov chain Mixture model Baum–Welch algorithm Expectation–maximization algorithm Speech recognition Statistics Markov models Probability and statistics
165	Travel Cost Inference from Sparse, Spatio-Temporally Correlated Time Series Using Markov Models Bin Yang Chenjuan Guo Add to Reading List Source URL: www.vldb.org Language: English - Date: 2013-08-01 05:51:47 Econometrics Statistical models Markov processes Estimation theory Mixture model Normal distribution Hidden Markov model Markov chain Generalized method of moments Statistics Probability and statistics Markov models
166	6.867 Machine learning, lecture 16 (Jaakkola) 1 Lecture topics: • Mixture of Gaussians (cont’d) Add to Reading List Source URL: ocw.mit.edu Language: English - Date: 2015-03-15 16:36:56 Statistical theory M-estimators Expectation–maximization algorithm Missing data Maximum likelihood Mixture model Conjugate prior Likelihood function Normal distribution Statistics Estimation theory Bayesian statistics
167	Clustering by intersection-merging Qunhua Li Marina Meila˘ Department of Statistics Add to Reading List Source URL: www.stat.washington.edu Language: English - Date: 2007-11-27 01:06:05 Mixture model Likelihood function Mixture distribution EM Algorithm Statistics Estimation theory Expectation–maximization algorithm
168	Online Learning of Nonparametric Mixture Models via Sequential Variational Approximation Dahua Lin Toyota Technological Institute at Chicago Add to Reading List Source URL: papers.nips.cc Language: English - Date: 2014-02-24 18:11:54 Estimation theory Stochastic processes Statistical models Dirichlet process Conjugate prior Mixture model Latent Dirichlet allocation Dirichlet distribution Parametric model Statistics Statistical theory Bayesian statistics
169	A nonparametric analysis of the shape dynamics of the US personal income distribution: [removed], October 2005 Add to Reading List Source URL: www.bis.org Language: English - Date: 2005-10-01 18:00:00 Kernel density estimation Density estimation Variable kernel density estimation Mixture distribution Mixture model Normal distribution Estimation theory Mode Parameter Statistics Non-parametric statistics Statistical inference
170	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.columbia.edu Language: English - Date: 2015-03-12 00:16:22 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

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