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Conjugate prior
Results: 254

#	Item
31	An HDP-HMM for Systems with State Persistence Emily B. Fox Department of EECS, Massachusetts Institute of Technology, Cambridge, MAErik B. Sudderth Department of EECS, University of California, Berkeley, CA 94720 Add to Reading List Source URL: wiki.inf.ed.ac.uk Language: English - Date: 2009-03-05 07:38:32 Hidden Markov model Dirichlet process Mixture model Conjugate prior Dirichlet distribution Statistics Probability and statistics Bioinformatics
32	Journal of Machine Learning Research–1816 Submitted 4/05; Revised 10/05; PublishedProbabilistic Non-linear Principal Component Analysis with Gaussian Process Latent Variable Models Add to Reading List Source URL: jmlr.csail.mit.edu Language: English - Date: 2005-11-20 10:42:17 Principal component analysis Expectation–maximization algorithm Gaussian process Generative topographic map Covariance matrix Mixture model Conjugate prior Factor analysis Covariance function Statistics Multivariate statistics Kernel principal component analysis
33	Microsoft Word - OWC CCR 2010.doc Add to Reading List Source URL: www.mauirealestatesearch.com Language: English Normal distribution Expectation–maximization algorithm Multivariate normal distribution Principal component analysis Wishart distribution Linear regression Symbol Conjugate prior Statistics Estimation theory Multivariate statistics
34	Sparse Bayesian Multi-Task Learning C´edric Archambeau, Shengbo Guo, Onno Zoeter Xerox Research Centre Europe {Cedric.Archambeau, Shengbo.Guo, Onno.Zoeter}@xrce.xerox.com Add to Reading List Source URL: users.cecs.anu.edu.au Language: English - Date: 2011-10-28 18:26:19 Normal distribution Expectation–maximization algorithm Multivariate normal distribution Principal component analysis Wishart distribution Linear regression Symbol Conjugate prior Statistics Estimation theory Multivariate statistics
35	Probability Models for Customer-Base Analysis Peter S. Fader University of Pennsylvania www.petefader.com Add to Reading List Source URL: www.brucehardie.com Language: English - Date: 2005-06-12 14:05:56 Gamma distribution Beta distribution Probability distribution Geometric distribution Poisson processes Conjugate prior Phase-type distribution Statistics Mathematical analysis Probability and statistics
36	OF Robotics and Autonomous Systems–15 Solving weak transduction with expectation maximization Add to Reading List Source URL: characters.media.mit.edu Language: English - Date: 2002-10-28 22:52:26 Statistical theory M-estimators Expectation–maximization algorithm Missing data Reinforcement learning Likelihood function Kullback–Leibler divergence Maximum likelihood Conjugate prior Statistics Estimation theory Bayesian statistics
37	Journal of Machine Learning Research3176 Submitted 1/12; Revised 5/12; PublishedBayesian Mixed-Effects Inference on Classification Performance in Hierarchical Data Sets Add to Reading List Source URL: people.inf.ethz.ch Language: English - Date: 2015-01-04 06:15:57 Bayesian inference Beta-binomial distribution Markov chain Prior probability Empirical Bayes method Bayes factor Hierarchical Bayes model Statistics Bayesian statistics Conjugate prior
38	The Exponential Family David M. Blei Columbia University October 27, 2014 Definition Add to Reading List Source URL: www.cs.columbia.edu Language: English - Date: 2015-03-12 00:16:19 Statistical theory Exponentials Bayesian statistics Estimation theory Exponential family Conjugate prior Maximum likelihood Mixture model Normal distribution Statistics Probability and statistics Statistical models
39	Variational Bayesian Image Modelling Li Cheng Department of Computing Science, University of Alberta, Canada Feng Jiao School of Computer Science, University of Waterloo, Canada Add to Reading List Source URL: webdocs.cs.ualberta.ca Language: English - Date: 2005-06-06 20:56:00 Model selection Estimation theory Statistical theory Expectation–maximization algorithm Gamma distribution Variational Bayesian methods Bayesian information criterion Conjugate prior Kullback–Leibler divergence Statistics Bayesian statistics Bayesian inference
40	Variational Bayesian linear regression Release v1.01 (r19158) for MATLAB, March 2013 Overview The conceptual and practical limitations of classical multiple linear regression models of the form Add to Reading List Source URL: people.inf.ethz.ch Language: English - Date: 2015-01-04 06:15:15 Econometrics Bayesian inference Bayesian linear regression Estimation theory Variational Bayesian methods Linear regression Conjugate prior Statistics Bayesian statistics Regression analysis