375 search results - page 56 / 75 » Bayesian Inference for Sparse Generalized Linear Models |
115
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AB
2007
Springer
15 years 5 months ago
2007
Springer
Abstract. Haplotype inference from genotype data is a key computational problem in bioinformatics, since retrieving directly haplotype information from DNA samples is not feasible ...
120
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ICML
2004
IEEE
16 years 2 months ago
2004
IEEE
In many real-world classification problems the input contains a large number of potentially irrelevant features. This paper proposes a new Bayesian framework for determining the r...
124
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CVPR
2010
IEEE
15 years 10 months ago
2010
IEEE
We introduce a new class of probabilistic latent variable model called the Implicit Mixture of Conditional Restricted Boltzmann Machines (imCRBM) for use in human pose tracking. K...
111
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ICASSP
2009
IEEE
15 years 8 months ago
2009
IEEE
In most real-world situations, a single microphone is insufficient for the characterization of an entire auditory scene. This often occurs in places such as office environments ...
107
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CSB
2003
IEEE
15 years 7 months ago
2003
IEEE
Reverse-engineering of gene networks using linear models often results in an underdetermined system because of excessive unknown parameters. In addition, the practical utility of ...