3760 search results - page 364 / 752 » Logic-Based Probabilistic Modeling |
165
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IJON
2010
15 years 29 days ago
2010
This paper presents a novel methodology to infer parameters of probabilistic models whose output noise is a Student-t distribution. The method is an extension of earlier work for ...
191
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JMLR
2010
15 years 28 days ago
2010
We develop a Bayesian framework for supervised dimension reduction using a flexible nonparametric Bayesian mixture modeling approach. Our method retrieves the dimension reduction ...
203
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CVPR
2005
IEEE
16 years 8 months ago
2005
IEEE
This paper presents a dynamic conditional random field (DCRF) model to integrate contextual constraints for object segmentation in image sequences. Spatial and temporal dependenci...
164
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ICASSP
2008
IEEE
16 years 18 days ago
2008
IEEE
Identification of regulatory signals in DNA depends on the nature and quality of the patterns of representative sequences. These patterns are constructed from training sets of se...
156
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ICASSP
2008
IEEE
16 years 18 days ago
2008
IEEE
We describe the underlying probabilistic generative signal model of non-negative matrix factorisation (NMF) and propose a realistic conjugate priors on the matrices to be estimate...