604 search results - page 1 / 121 » Bayesian inference on biopolymer models |
50
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BIOINFORMATICS
1999
14 years 9 months ago
1999
CSB
2003
IEEE
15 years 2 months ago
2003
IEEE
The complexity of the global organization and internal structures of motifs in higher eukaryotic organisms raises significant challenges for motif detection techniques. To achiev...
113
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Publication
We present a class of models that, via a simple construction,
enables exact, incremental, non-parametric, polynomial-time,
Bayesian inference of conditional measures. The approac...
106
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JMLR
2012
12 years 11 months ago
2012
This paper proposes a novel Bayesian approximation inference method for mixture modeling. Our key idea is to factorize marginal log-likelihood using a variational distribution ove...
JMLR
2012
12 years 11 months ago
2012
