167 search results - page 22 / 34 » Speeeding Up Markov Chain Monte Carlo Algorithms |
143
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CVPR
2004
IEEE
15 years 4 months ago
2004
IEEE
In this paper, we propose a generative model for representing complex motion, such as wavy river, dancing fire and dangling cloth. Our generative method consists of four component...
120
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ICML
2009
IEEE
16 years 1 months ago
2009
IEEE
Semi-supervised learning (SSL), is classification where additional unlabeled data can be used to improve accuracy. Generative approaches are appealing in this situation, as a mode...
123
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DSN
2007
IEEE
15 years 7 months ago
2007
IEEE
In this paper, we present a variational Bayesian (VB) approach to computing the interval estimates for nonhomogeneous Poisson process (NHPP) software reliability models. This appr...
ICIP
2010
IEEE
14 years 10 months ago
2010
IEEE
This paper proposes a Bayesian approach for estimation of instrument parameter in convex image deconvolution. The parameters of the instrument response (PSF) are jointly estimated...
120
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UAI
1996
15 years 2 months ago
1996
This paper presents a Bayesian approach to learning the connectivity structure of a group of neurons from data on configuration frequencies. A major objective of the research is t...