727 search results - page 76 / 146 » On Bayesian model and variable selection using MCMC |
UAI
1996
14 years 11 months ago
1996
Two Bayesian-network structures are said to be equivalent if the set of distributions that can be represented with one of those structures is identical to the set of distributions...
UAI
2001
14 years 11 months ago
2001
In this paper, we present an efficient algorithm for performing stepwise selection in the class of decomposable models. We focus on the forward selection procedure, but we also di...
117
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ICIP
2008
IEEE
15 years 4 months ago
2008
IEEE
In this paper we propose a novel algorithm for super resolution based on total variation prior and variational distribution approximations. We formulate the problem using a hierar...
100
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IEEEARES
2008
IEEE
15 years 4 months ago
2008
IEEE
Reliability analysis has become an integral part of system design and operating. This is especially true for systems performing critical tasks such as mass transportation systems....
MLMI
2007
Springer
15 years 4 months ago
2007
Springer
Abstract. Prosody has been actively studied as an important knowledge source for speech recognition and understanding. In this paper, we are concerned with the question of exploiti...