Bayesian Learning (218)

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01:04:23

Why Bayesian nonparametrics?

Zoubin Ghahramani

Jan 24, 2012

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23633 views

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34:23

What to do about M-open? A decision theoretic (distribution free) solution

Christopher Holmes

Jan 24, 2012

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3492 views

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01:00:21

Well-known shortcomings, advantages and computational challenges in Bayesian mod...

Ole Winther

Oct 9, 2008

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4526 views

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21:45

vbFRET: A Bayesian Approach to Single-Molecule Forster Resonance Energy Transfer...

Jonathan Eiseman Bronson

Jan 19, 2010

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5394 views

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03:16

Variational Optimisation by Marginal Matching

Neil D. Lawrence

Dec 31, 2007

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3779 views

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17:06

Variational Bayesian methods for audio indexing

Fabio Valente

Feb 25, 2007

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5111 views

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04:20

Unsupervised Bayesian Learning of Natural Language Semantics

Ivan Titov

Aug 6, 2013

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2561 views

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01:01:52

Universal Coding/Prediction and Statistical (In)consistency of Bayesian inferenc...

Peter Grünwald

Feb 25, 2007

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4617 views

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03:33

Uniqueness of Belief Propagation on Signed Graphs

Yusuke Watanabe

Sep 6, 2012

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2765 views

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04:11

Type Ia Supernova Inference: Hierarchical Bayesian Statistical Models in the Opt...

Kaisey S. Mandel

Jan 23, 2012

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3860 views

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32:45

Two tales about Bayesian nonparametric modeling

Igor Prünster

Jan 24, 2012

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6915 views

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20:43

Tree Augmented Naive Bayes for Regression Using Mixtures of Truncated Exponentia...

Oct 8, 2007

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6939 views

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23:36

Tractable Nonparametric Bayesian Inference in Poisson Processes with Gaussian Pr...

Ryan Prescott Adams

Aug 26, 2009

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5931 views

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24:20

Topic Models Conditioned on Arbitrary Features with Dirichlet-multinomial Regres...

Andrew McCallum

Jul 30, 2008

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6018 views

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43:13

Time Dependent Stick Breaking Processes

Jim Griffin

Aug 4, 2008

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4998 views

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18:21

Time delay analysis

Catherine Higham

Apr 17, 2008

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5658 views

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57:57

The strength of evidence versus the power of belief: Are we all Bayesians?

Jessica Utts

Aug 9, 2010

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20190 views

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25:45

The role of mechanistic models in Bayesian inference

Dan Cornford

Oct 9, 2008

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3613 views

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02:54

The Kernel Beta Process

David E. Carlson

Jan 19, 2012

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2490 views

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29:16

The Discrete Infinite Logistic Normal Distribution for Mixed-Membership Modeling...

Frank Wood,

John Paisley

May 6, 2011

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4287 views