530 search results - page 31 / 106 » Dirichlet Process Mixtures of Generalized Linear Models |
142
Voted
BMCBI
2010
15 years 3 months ago
2010
Background: Large-scale genomic studies often identify large gene lists, for example, the genes sharing the same expression patterns. The interpretation of these gene lists is gen...
120
Voted
NIPS
2007
15 years 5 months ago
2007
We propose a Gaussian process (GP) framework for robust inference in which a GP prior on the mixing weights of a two-component noise model augments the standard process over laten...
135
Voted
WACV
2008
IEEE
15 years 10 months ago
2008
IEEE
In the traditional mixture of Gaussians background model, the generating process of each pixel is modeled as a mixture of Gaussians over color. Unfortunately, this model performs ...
168
Voted
CSDA
2011
14 years 10 months ago
2011
Motivated by the application of seismic inversion in the petroleum industry we consider a hidden Markov model with two hidden layers. The bottom layer is a Markov chain and given ...
143
Voted
ICML
2005
IEEE
16 years 4 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...