Bayesian Learning (218)

01:04:23
Why Bayesian nonparametrics?
Jan 24, 2012
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23633 views

34:23
What to do about M-open? A decision theoretic (distribution free) solution
Jan 24, 2012
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3492 views

01:00:21
Well-known shortcomings, advantages and computational challenges in Bayesian mod...
Oct 9, 2008
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4526 views

21:45
vbFRET: A Bayesian Approach to Single-Molecule Forster Resonance Energy Transfer...
Jan 19, 2010
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5394 views

03:16
Variational Optimisation by Marginal Matching
Dec 31, 2007
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3779 views

17:06
Variational Bayesian methods for audio indexing
Feb 25, 2007
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5111 views

04:20
Unsupervised Bayesian Learning of Natural Language Semantics
Aug 6, 2013
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2561 views

01:01:52
Universal Coding/Prediction and Statistical (In)consistency of Bayesian inferenc...
Feb 25, 2007
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4617 views

03:33
Uniqueness of Belief Propagation on Signed Graphs
Sep 6, 2012
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2765 views

04:11
Type Ia Supernova Inference: Hierarchical Bayesian Statistical Models in the Opt...
Jan 23, 2012
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3860 views

32:45
Two tales about Bayesian nonparametric modeling
Jan 24, 2012
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6915 views

20:43
Tree Augmented Naive Bayes for Regression Using Mixtures of Truncated Exponentia...
Oct 8, 2007
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6939 views

23:36
Tractable Nonparametric Bayesian Inference in Poisson Processes with Gaussian Pr...
Aug 26, 2009
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5931 views

24:20
Topic Models Conditioned on Arbitrary Features with Dirichlet-multinomial Regres...
Jul 30, 2008
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6018 views

43:13
Time Dependent Stick Breaking Processes
Aug 4, 2008
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4998 views

18:21
Time delay analysis
Apr 17, 2008
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5658 views

57:57
The strength of evidence versus the power of belief: Are we all Bayesians?
Aug 9, 2010
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20190 views

25:45
The role of mechanistic models in Bayesian inference
Oct 9, 2008
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3613 views

02:54
The Kernel Beta Process
Jan 19, 2012
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2490 views

29:16
The Discrete Infinite Logistic Normal Distribution for Mixed-Membership Modeling...
May 6, 2011
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4287 views
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