Bayesian Learning (218)
01:04:23
Why Bayesian nonparametrics?
Jan 24, 2012 23664 views
34:23
What to do about M-open? A decision theoretic (distribution free) solution
Jan 24, 2012 3510 views
01:00:21
Well-known shortcomings, advantages and computational challenges in Bayesian mod...
Oct 9, 2008 4555 views
21:45
vbFRET: A Bayesian Approach to Single-Molecule Forster Resonance Energy Transfer...
Jan 19, 2010 5411 views
03:16
Variational Optimisation by Marginal Matching
Dec 31, 2007 3794 views
17:06
Variational Bayesian methods for audio indexing
Feb 25, 2007 5131 views
04:20
Unsupervised Bayesian Learning of Natural Language Semantics
Aug 6, 2013 2574 views
01:01:52
Universal Coding/Prediction and Statistical (In)consistency of Bayesian inferenc...
Feb 25, 2007 4631 views
03:33
Uniqueness of Belief Propagation on Signed Graphs
Sep 6, 2012 2785 views
04:11
Type Ia Supernova Inference: Hierarchical Bayesian Statistical Models in the Opt...
Jan 23, 2012 3873 views
32:45
Two tales about Bayesian nonparametric modeling
Jan 24, 2012 6930 views
20:43
Tree Augmented Naive Bayes for Regression Using Mixtures of Truncated Exponentia...
Oct 8, 2007 6956 views
23:36
Tractable Nonparametric Bayesian Inference in Poisson Processes with Gaussian Pr...
Aug 26, 2009 5952 views
24:20
Topic Models Conditioned on Arbitrary Features with Dirichlet-multinomial Regres...
Jul 30, 2008 6037 views
43:13
Time Dependent Stick Breaking Processes
Aug 4, 2008 5017 views
18:21
Time delay analysis
Apr 17, 2008 5674 views
57:57
The strength of evidence versus the power of belief: Are we all Bayesians?
Aug 9, 2010 20263 views
25:45
The role of mechanistic models in Bayesian inference
Oct 9, 2008 3631 views
02:54
The Kernel Beta Process
Jan 19, 2012 2509 views
29:16
The Discrete Infinite Logistic Normal Distribution for Mixed-Membership Modeling...
May 6, 2011 4304 views
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