63 search results - page 2 / 13 » Bayesian Haplotype Inference via the Dirichlet Process |
ACL
2012
11 years 8 months ago
2012
We present a Bayesian nonparametric model for estimating tree insertion grammars (TIG), building upon recent work in Bayesian inference of tree substitution grammars (TSG) via Dir...
WABI
2007
Springer
13 years 11 months ago
2007
Springer
The within-species genetic variation due to recombinations leads to a mosaic-like structure of DNA. This structure can be modeled, e.g. by parsing sample sequences of current DNA w...
TSP
2008
13 years 5 months ago
2008
ECML
2006
Springer
13 years 9 months ago
2006
Springer
Abstract. This paper studies a Bayesian framework for density modeling with mixture of exponential family distributions. Variational Bayesian Dirichlet-Multinomial allocation (VBDM...
ECCV
2006
Springer
14 years 7 months ago
2006
Springer
A nonparametric Bayesian model for histogram clustering is proposed to automatically determine the number of segments when Markov Random Field constraints enforce smooth class assi...