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Variational Bayesian methods
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61	Bayesian Analysis, Number 2, pp. 353–356 Bayesian Estimation of the Multinomial Logit Model: A Comment on Holmes and Held, Add to Reading List Source URL: www.bm.ust.hk Language: English - Date: 2014-05-21 05:19:52 Actuarial science Multinomial logit Logistic regression Variational Bayesian methods Statistics Regression analysis Econometrics
62	Finding Metric Structure in Information Theoretic Clustering Kamalika Chaudhuri University of California, San Diego Add to Reading List Source URL: cseweb.ucsd.edu Language: English - Date: 2011-01-01 02:41:47 Thermodynamics Divergence K-means clustering Information theory Jensen–Shannon divergence Variational Bayesian methods Information bottleneck method Statistics Kullback–Leibler divergence Statistical theory
63	Nonlin. Processes Geophys., 22, 205–213, 2015 www.nonlin-processes-geophys.netdoi:npg © Author(sCC Attribution 3.0 License. Improved variational methods in statistical data a Add to Reading List Source URL: www.nonlin-processes-geophys.net Language: English - Date: 2015-04-07 03:06:07 Bayesian statistics Linear filters Control theory Quantum mechanics Path integral formulation Action Ensemble Kalman filter Calculus of variations Data assimilation Physics Statistics Estimation theory
64	UNIVERSITY OF SOUTHAMPTON Interpretable Modelling with Sparse Kernels Add to Reading List Source URL: users.ecs.soton.ac.uk Language: English - Date: 2002-08-20 18:16:49 Markov chain Monte Carlo Bayesian inference Variational Bayesian methods Hyperparameter Machine learning Gibbs sampling Statistics Bayesian statistics Bayesian network
65	A Note on Expectation Maximization Algorithm Dawei Yin Department of Computer Science & Engineering, Lehigh University Bethlehem, PAUSA 29 Mar. 2013 Add to Reading List Source URL: wume.cse.lehigh.edu Language: English - Date: 2013-03-30 12:23:30 Missing data Statistical theory Complex analysis Maximum likelihood Variational Bayesian methods Statistics Estimation theory Expectation–maximization algorithm
66	Mixed-effects inference for classification studies Release v1.04 (r19160) for MATLAB, March 2013 Introduction Classification algorithms are often used in a hierarchical setting, where a classifier is trained and tested o Add to Reading List Source URL: people.inf.ethz.ch Language: English - Date: 2015-01-04 06:15:14 Bayesian inference Deduction Psychometrics Statistical inference Bayes factor Beta-binomial distribution Variational Bayesian methods Inference Normal distribution Statistics Bayesian statistics Statistical theory
67	Mixed Membership Models David M. Blei Columbia University October 31, 2014 Introduction Add to Reading List Source URL: www.cs.columbia.edu Language: English - Date: 2015-03-12 00:16:19 Latent Dirichlet allocation Mixture model Dirichlet distribution Topic model Exponential family Dirichlet process Variational Bayesian methods Statistics Probability and statistics Statistical natural language processing
68	Deep Exponential Families (Appendix) Rajesh Ranganath Princeton University Linpeng Tang Add to Reading List Source URL: www.cs.toronto.edu Language: English - Date: 2015-02-11 09:55:21 Poisson processes Exponentials Gamma distribution Poisson distribution Bayesian statistics Gamma function Exponential family Variational Bayesian methods Conway–Maxwell–Poisson distribution Mathematical analysis Statistics Mathematics
69	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
70	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

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