Bayesian statistics

Results: 3999



#Item
111Statistics / Statistical theory / Estimation theory / Expectationmaximization algorithm / Maximum likelihood estimation / Variational Bayesian methods / Linear regression / Normal distribution / Covariance / Regression analysis / Mixture model

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

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Source URL: www.gatsby.ucl.ac.uk

Language: English - Date: 2014-10-13 19:51:14
112Statistics / Prediction / Statistical theory / Weather forecasting / Statistical forecasting / Bayesian statistics / Estimation theory / Control theory / Data assimilation / Ensemble Kalman filter / Kalman filter / Forecasting

Model error representation in WRF/DART So-Young Ha, Judith Berner, Chris Snyder MMM/NCAR 12th Annual WRF Users’ Workshop (June 21-23, 2011)

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Source URL: www2.mmm.ucar.edu

Language: English - Date: 2011-07-19 10:49:02
113Statistics / Statistical theory / Probability / Bayesian statistics / Stochastic processes / Probability distributions / Estimation theory / Statistical natural language processing / Dirichlet process / Mixture model / Variational Bayesian methods / Dirichlet distribution

Online Learning of Nonparametric Mixture Models via Sequential Variational Approximation Dahua Lin Toyota Technological Institute at Chicago

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Source URL: dahua.me

Language: English - Date: 2013-10-22 19:40:40
114Game theory / Statistics / Coalition / Mathematics / Core / Cooperative game theory / Structure / Bayesian network / Bayesian inference / Transferable utility

Auton Agent Multi-Agent Syst DOIs10458y Sequentially optimal repeated coalition formation under uncertainty Georgios Chalkiadakis · Craig Boutilier

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Source URL: www.intelligence.tuc.gr

Language: English - Date: 2010-11-07 11:36:51
115Statistics / Statistical inference / Logic / Statistical theory / Philosophy of science / Foundations of statistics / Frequentist inference / Bayesian / Inference / Bayesian statistics / Quantum Bayesianism

RMM Vol. 2, 2011, 201–209 Special Topic: Statistical Science and Philosophy of Science Edited by Deborah G. Mayo, Aris Spanos and Kent W. Staley http://www.rmm-journal.de/ Larry Wasserman

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Source URL: www.rmm-journal.com

Language: English - Date: 2011-11-16 12:46:27
116Statistics / Statistical theory / Estimation theory / Expectationmaximization algorithm / Missing data / Probability distributions / Variational Bayesian methods / Constructible universe / Symbol / Table of stars with Bayer designations

Technical Note Series Spring 2013 Note 1: Varitional Methods for Latent Dirichlet Allocation Version 1.0

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Source URL: playbigdata.com

Language: English - Date: 2014-07-16 22:13:04
117Statistics / Statistical theory / Markov chain Monte Carlo / Bayesian statistics / Estimation theory / Monte Carlo methods / Computational statistics / Slice sampling / Gibbs sampling / Likelihood function / MetropolisHastings algorithm

Slice sampling C. Planas, and A. Rossi Joint Research Centre of European Commission MACFINROBODS WorkshopJanuary 2015, London

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Source URL: www.macfinrobods.eu

Language: English - Date: 2015-02-13 10:28:08
118Statistics / Artificial intelligence / Computer vision / Graphical models / Machine learning / Image processing / Image segmentation / Bayesian statistics / Markov random field / Conference on Computer Vision and Pattern Recognition / Mixture model / Noise reduction

Low Level Vision via Switchable Markov Random Fields Dahua Lin CSAIL, MIT John Fisher CSAIL, MIT

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Source URL: dahua.me

Language: English - Date: 2013-01-06 22:24:23
119Statistics / Probability theory / Graphical models / Machine learning / Statistical models / Statistical theory / Bayesian statistics / Markov random field / Latent variable / Expectationmaximization algorithm / Marginal likelihood / Conditional random field

Learning Latent Groups with Hinge-loss Markov Random Fields Stephen H. Bach Bert Huang Lise Getoor University of Maryland, College Park, Maryland 20742, USA

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Source URL: stephenbach.net

Language: English - Date: 2013-06-14 15:37:03
120Statistics / Statistical theory / Bayesian statistics / Estimation theory / Probability distributions / Statistical models / Uncertainty quantification / Bayesian network / Bayesian inference / Sufficient statistic / Likelihood function / Normal distribution

Approximate Bayesian Computation for Granular and Molecular Dynamics Simulations Lina Kulakova Computational Science and Engineering Laboratory ETH Zürich

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Source URL: www.cse-lab.ethz.ch

Language: English - Date: 2016-06-15 20:10:57
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