Variational message passing

Results: 11



#Item
1Statistics / Mathematical analysis / Probability / Probability distributions / Estimation theory / Variational message passing / Statistical models / Exponential family / Gamma distribution / Variational Bayesian methods / Normal distribution / Bayesian network

Probabilistic Graphical ModelsSubmitted 4/00; Publishedd-VMP: Distributed Variational Message Passing

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Source URL: amidst.github.io

Language: English - Date: 2016-08-19 06:41:17
2

Graphical models, message-passing algorithms and variational methods Martin Wainwright Department of Statistics, and EECS UC Berkeley, Berkeley, CA USA

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Source URL: mlss11.bordeaux.inria.fr

Language: English - Date: 2011-09-06 03:22:09
    3Bayesian statistics / Statistical models / Generative model / Bayes factor / Variational Bayesian methods / Variational message passing / Marginal likelihood / Supervised learning / Gibbs sampling / Statistics / Machine learning / Probability and statistics

    Model Selection in Compositional Spaces by Roger Baker Grosse B.S., Stanford UniversityM.S., Stanford University (2008)

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    Source URL: www.cs.toronto.edu

    Language: English - Date: 2015-06-03 15:15:50
    4Bayesian networks / Variational Bayesian methods / Variational message passing / Operations research / Gibbs sampling / Normal distribution / Mathematical optimization / Score / Stochastic optimization / Statistics / Estimation theory / Bayesian statistics

    Black Box Variational Inference Rajesh Ranganath Sean Gerrish David M. Blei Princeton University, 35 Olden St., Princeton, NJ 08540

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    Source URL: www.cs.columbia.edu

    Language: English - Date: 2015-03-12 00:16:22
    5Bayesian statistics / Probability theory / Science / Variational Bayesian methods / Variational message passing / Marginal likelihood / Dirichlet process / Variational method / Delta method / Statistics / Estimation theory / Logic

    Variational Bayesian Inference with Stochastic Search John Paisley1 David M. Blei3 Michael I. Jordan1,2 1

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    Source URL: www.cs.columbia.edu

    Language: English - Date: 2015-03-12 00:16:22
    6Econometrics / Estimation theory / Variational Bayesian methods / Bayesian linear regression / Multivariate normal distribution / Linear regression / Mathematical optimization / Expectation–maximization algorithm / Variational message passing / Statistics / Bayesian statistics / Regression analysis

    Fully Automatic Variational Inference of Differentiable Probability Models Rajesh Ranganath Department of Computer Science Princeton University

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    Source URL: andrewgelman.com

    Language: English - Date: 2014-12-21 20:40:21
    7Bayesian statistics / Probability theory / Science / Variational Bayesian methods / Variational message passing / Marginal likelihood / Dirichlet process / Variational method / Delta method / Statistics / Estimation theory / Logic

    Variational Bayesian Inference with Stochastic Search John Paisley1 David M. Blei3 Michael I. Jordan1,2 1

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    Source URL: www.cs.princeton.edu

    Language: English - Date: 2012-06-05 15:28:29
    8Bayesian networks / Variational Bayesian methods / Variational message passing / Operations research / Gibbs sampling / Normal distribution / Mathematical optimization / Score / Stochastic optimization / Statistics / Estimation theory / Bayesian statistics

    Black Box Variational Inference Rajesh Ranganath Sean Gerrish David M. Blei Princeton University, 35 Olden St., Princeton, NJ 08540

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    Source URL: www.cs.princeton.edu

    Language: English - Date: 2014-03-17 12:44:23
    9Statistical natural language processing / Deduction / Latent Dirichlet allocation / Expectation–maximization algorithm / Variational message passing / Normal distribution / Mixture model / Entailment / Symbol / Statistics / Mathematics / Logic

    On Tight Approximate Inference of the Logistic-Normal Topic Admixture Model Amr Ahmed School of Computer Science Carnegie Mellon University

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    Source URL: www.cs.cmu.edu

    Language: English - Date: 2007-04-20 09:22:03
    10Statistical theory / Fourier analysis / Variational Bayesian methods / Gamma distribution / Kullback–Leibler divergence / Variational message passing / Divergence / Normal distribution / Dirac delta function / Statistics / Mathematical analysis / Bayesian statistics

    PDF Document

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    Source URL: www.robots.ox.ac.uk

    Language: English - Date: 2011-05-11 09:46:26
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