193 search results - page 12 / 39 » An Alternative Model for Mixtures of Experts |
137
Voted
SAC
2011
ACM
14 years 8 months ago
2011
ACM
We propose a more efficient version of the slice sampler for Dirichlet process mixture models described by Walker (2007). This sampler allows the fitting of infinite mixture mod...
185
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ISDA
2010
IEEE
14 years 11 months ago
2010
IEEE
The usage of Gaussian mixture models for video segmentation has been widely adopted. However, the main difficulty arises in choosing the best model complexity. High complex models ...
162
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ICTAI
2010
IEEE
14 years 11 months ago
2010
IEEE
This work deals with a new technique for the estimation of the parameters and number of components in a finite mixture model. The learning procedure is performed by means of a expe...
107
Voted
ICASSP
2009
IEEE
15 years 8 months ago
2009
IEEE
Gaussian mixture model - universal background model (GMMUBM) is a standard reference classifier in speaker verification. We have recently proposed a simplified model using vect...
137
Voted
CVPR
2008
IEEE
16 years 3 months ago
2008
IEEE
Clustering is a fundamental task in many vision applications. To date, most clustering algorithms work in a batch setting and training examples must be gathered in a large group b...