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Variational Bayesian methods
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#	Item
11	StableRegularisedLDSfinal.dvi Add to Reading List Source URL: www.gatsby.ucl.ac.uk Language: English - Date: 2014-10-13 19:51:19 Statistics Estimation theory Statistical theory Maximum likelihood estimation Expectationmaximization algorithm Variational Bayesian methods Linear regression Autoregressive model Mixture model
12	Journal of Machine Learning Research–2213 Submitted; PublishedNoisy-OR Component Analysis and its Application to Link Analysis Add to Reading List Source URL: people.cs.pitt.edu Language: English - Date: 2006-10-16 22:09:03 Statistics Estimation theory Statistical models Bayesian statistics Statistical natural language processing Statistical theory Expectationmaximization algorithm Variational Bayesian methods Mixture model Exponential family Latent Dirichlet allocation Likelihood function
13	Probabilistic Graphical ModelsSubmitted 4/00; Publishedd-VMP: Distributed Variational Message Passing Add to Reading List Source URL: amidst.github.io Language: English - Date: 2016-08-19 06:41:17 Statistics Mathematical analysis Probability Probability distributions Estimation theory Variational message passing Statistical models Exponential family Gamma distribution Variational Bayesian methods Normal distribution Bayesian network
14	The 2012 ICSI/Berkeley Video Location Estimation System Jaeyoung Choi, Gerald Friedland International Computer Science Institute 1947 Center St., Suite 600 Berkeley, CA 94704, USA Add to Reading List Source URL: ceur-ws.org Language: English - Date: 2012-10-02 11:32:14 Statistics Estimation theory Expectationmaximization algorithm Missing data Variance Variational Bayesian methods Probability distributions Statistical models
15	CS 3750 Machine Learning Latent variable models Variational approximations. Milos Hauskrecht Add to Reading List Source URL: people.cs.pitt.edu Language: English - Date: 2014-10-25 10:58:54 Statistics Statistical theory Probability distributions Estimation theory Expectationmaximization algorithm Missing data Normal distribution Likelihood-ratio test Variational Bayesian methods KullbackLeibler divergence
16	That was fast! Speeding up NN search of high dimensional distributions. Add to Reading List Source URL: eceweb.ucsd.edu Language: English - Date: 2015-07-31 19:00:25 Statistics Geometry Statistical distance Estimation theory Statistical theory Bregman divergence Divergence Expectationmaximization algorithm Exponential family KullbackLeibler divergence Variational Bayesian methods
17	Spectral learning of linear dynamics from generalised-linear observations with application to neural population data Lars Buesing∗ , Jakob H. Macke∗,† , Maneesh Sahani Gatsby Computational Neuroscience Unit Add to Reading List Source URL: www.gatsby.ucl.ac.uk Language: English - Date: 2014-10-13 19:51:14 Statistics Statistical theory Estimation theory Expectationmaximization algorithm Maximum likelihood estimation Variational Bayesian methods Linear regression Normal distribution Covariance Regression analysis Mixture model
18	Online Learning of Nonparametric Mixture Models via Sequential Variational Approximation Dahua Lin Toyota Technological Institute at Chicago Add to Reading List Source URL: dahua.me Language: English - Date: 2013-10-22 19:40:40 Statistics Statistical theory Probability Bayesian statistics Stochastic processes Probability distributions Estimation theory Statistical natural language processing Dirichlet process Mixture model Variational Bayesian methods Dirichlet distribution
19	Technical Note Series Spring 2013 Note 1: Varitional Methods for Latent Dirichlet Allocation Version 1.0 Add to Reading List Source URL: playbigdata.com Language: English - Date: 2014-07-16 22:13:04 Statistics Statistical theory Estimation theory Expectationmaximization algorithm Missing data Probability distributions Variational Bayesian methods Constructible universe Symbol Table of stars with Bayer designations
20	Big DataConference Program Monday, August 22 9:00-9:50am Yiling Chen, Harvard University Title: “Machine Learning with Strategic Data Sources” Add to Reading List Source URL: cmsa.fas.harvard.edu Language: English - Date: 2016-08-03 13:09:29 Statistics Statistical theory Bayesian statistics Bayesian inference Prior probability Robust Bayesian analysis Artificial neural network Deep learning Variational Bayesian methods Machine learning Naive Bayes classifier Bayesian network