644 search results - page 50 / 129 » Robust Bayesian Mixture Modelling |
117
Voted
ICML
2005
IEEE
16 years 1 months ago
2005
IEEE
We present a novel algorithm for agglomerative hierarchical clustering based on evaluating marginal likelihoods of a probabilistic model. This algorithm has several advantages ove...
88
Voted
ISNN
2005
Springer
15 years 6 months ago
2005
Springer
This paper presents a block-adaptive subspace algorithm via oblique projection for blind source separation (BSS) problem of convolutive mixtures. In the proposed algorithm, the pro...
136
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BMCBI
2008
14 years 11 months ago
2008
Background: During the most recent decade many Bayesian statistical models and software for answering questions related to the genetic structure underlying population samples have...
103
Voted
ICCV
2005
IEEE
16 years 2 months ago
2005
IEEE
to appear in Proc. IEEE International Conference on Computer Vision (ICCV), 2005 Bayesian methods have been extensively used in various applications. However, there are two intrin...
81
Voted
CORR
2006
Springer
15 years 21 days ago
2006
Springer
We derive an exact and efficient Bayesian regression algorithm for piecewise constant functions of unknown segment number, boundary location, and levels. It works for any noise an...