Variational Bayesian methods

Results: 181



#Item
121Regression analysis / Support vector machine / Relevance vector machine / Gamma distribution / Normal distribution / Bayesian linear regression / Kernel methods / Variational Bayesian methods / Kernel / Statistics / Bayesian statistics / Statistical classification

Hierarchic Bayesian Models for Kernel Learning Mark Girolami [removed] Simon Rogers [removed]

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Source URL: eprints.pascal-network.org

Language: English - Date: 2005-07-12 09:25:54
122Variational Bayesian methods / Normal distribution / Kullback–Leibler divergence / Multivariate normal distribution / Kalman filter / Mixture model / Expectation–maximization algorithm / Conjugate prior / Statistics / Bayesian statistics / Statistical models

Overlapping Mixtures of Gaussian Processes for the Data Association Problem Miguel L´azaro Gredilla Dept. of Signal Theory and Communications Carlos III University of Madrid Legan´es, Spain

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Source URL: eprints.pascal-network.org

Language: English - Date: 2011-02-11 07:00:19
123Electronic engineering / Estimation theory / Linear filters / Bayesian statistics / Markov models / Kalman filter / Variational Bayesian methods / Calculus of variations / Robot control / Statistics / Control theory

A Filtering Approach to Stochastic Variational Inference Neil M.T. Houlsby ∗ Google Research Zurich, Switzerland [removed]

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Source URL: mlg.eng.cam.ac.uk

Language: English - Date: 2014-11-30 04:49:19
124Bayesian inference / Variational Bayesian methods / Markov chain / Conjugate prior / Bayes factor / Hyperparameter / Exponential family / Graphical model / Bayesian network / Statistics / Bayesian statistics / Hidden Markov model

Bayesian Learning of Model Structure Zoubin Ghahramani Gatsby Computational Neuroscience Unit University College London December 2000 http://www.gatsby.ucl.ac.uk/

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Source URL: mlg.eng.cam.ac.uk

Language: English - Date: 2006-05-16 12:30:14
125Bayesian probability / Zoubin Ghahramani / Markov chain Monte Carlo / Bayesian inference / Expectation propagation / Variational Bayesian methods / Approximate Bayesian computation / Illinois State Bar Association / Bayesian statistics / Statistics / International Society for Bayesian Analysis

T HE ISBA B ULLETIN Vol. 21 No. 4 December[removed]The official bulletin of the International Society for Bayesian Analysis

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Source URL: bayesian.org

Language: English - Date: 2015-01-08 11:16:50
126Numerical linear algebra / Bayesian statistics / Matrix theory / Matrix / Variational Bayesian methods / Singular value decomposition / Algebra / Linear algebra / Mathematics

Stochastic Inference for Scalable Probabilistic Modeling of Binary Matrices Jos´e Miguel Hern´andez-Lobato1 Neil Houlsby1 Zoubin Ghahramani

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Source URL: mlg.eng.cam.ac.uk

Language: English - Date: 2014-05-19 20:41:33
127Statistical models / Regression analysis / Markov models / Mixture model / Kullback–Leibler divergence / Variational Bayesian methods / Bayesian inference / Naive Bayes classifier / Principle of maximum entropy / Statistics / Bayesian statistics / Statistical theory

Cold-start Active Learning with Robust Ordinal Matrix Factorization Neil Houlsby1 Jos´e Miguel Hern´andez-Lobato1 Zoubin Ghahramani University of Cambridge, Department of Engineering, Cambridge CB2 1PZ, UK

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Source URL: mlg.eng.cam.ac.uk

Language: English - Date: 2014-07-12 13:27:52
128Statistical inference / Statistical theory / Machine learning / Expectation–maximization algorithm / Gibbs sampling / Hidden Markov model / Bayesian inference / Variational Bayesian methods / Pattern recognition / Statistics / Bayesian statistics / Estimation theory

Bayesian Inference for Finite-State Transducers∗ David Chiang1 Jonathan Graehl1 Kevin Knight1

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Source URL: www.aclweb.org

Language: English - Date: 2010-06-14 21:27:14
129Bayesian statistics / Actuarial science / Estimation theory / Linear regression / Bayesian linear regression / Local regression / Variational Bayesian methods / Relevance vector machine / Nonparametric regression / Statistics / Regression analysis / Econometrics

Efficient Bayesian Local Model Learning for Control

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Source URL: www-clmc.usc.edu

Language: English - Date: 2014-08-02 13:19:51
130Statistical forecasting / Hurricane Weather Research and Forecasting model / Bayesian statistics / Estimation theory / Weather prediction / Monte Carlo methods / Data assimilation / Ensemble Kalman filter / Forecasting / Atmospheric sciences / Meteorology / Statistics

Hybrid ensemble-variational data assimilation for HWRF - ongoing efforts and plan Mingjing Tong1 Collaborators: David Parrish 2, Daryl Kleist2, Russ Treadon2, Wan-Shu Wu2, John Derber2 Xuyang Ge1, Fuqing Zhang4

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Source URL: www.hfip.org

Language: English - Date: 2011-11-21 17:50:17
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