Bayesian Nonparametrics

Confidence in nonparametric credible sets?

Presented by: 
Aad van der Vaart
June, 2012


Confidence in nonparametric credible sets?

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Dirichlet Processes, Chinese Restaurant Processes, and all that

Presented by: 
Michael I. Jordan, Department of Electrical Engineering and Computer Sciences, UC Berkeley
August, 2005


Dirichlet Processes, Chinese Restaurant Processes, and all that

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Gaussian Process Basics

Presented by: 
David MacKay, University of Cambridge
June, 2006


Gaussian Process Basics

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Foundations of Nonparametric Bayesian Methods

Presented by: 
Peter Orbanz, Institute of Computational Science, ETH Zurich
November, 2009


Foundations of Nonparametric Bayesian Methods
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Two Tales about Bayesian Nonparametric Modeling

Presented by: 
Igor Prünster
December, 2011


Two tales about Bayesian nonparametric modeling

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Machine Learning from a Nonparametric Bayesian Point of View

Presented by: 
Michael Jordan, University of California, Berkeley
March, 2008
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