604 search results - page 1 / 121 » Bayesian inference on biopolymer models |
BIOINFORMATICS
1999
13 years 7 months ago
1999
CSB
2003
IEEE
14 years 28 days 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...
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...
JMLR
2012
11 years 10 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
11 years 10 months ago
2012
