1102 search results - page 84 / 221 » Density Estimation Using Mixtures of Mixtures of Gaussians |
134
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NIPS
2007
15 years 7 months ago
2007
We utilize the ensemble of trees framework, a tractable mixture over superexponential number of tree-structured distributions [1], to develop a new model for multivariate density ...
138
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ECML
2005
Springer
15 years 11 months ago
2005
Springer
Abstract. We study discriminative joint density models, that is, generative models for the joint density p(c, x) learned by maximizing a discriminative cost function, the condition...
150
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IDEAL
2005
Springer
15 years 11 months ago
2005
Springer
Abstract. Normal mixture models are often used to cluster continuous data. However, conventional approaches for fitting these models will have problems in producing nonsingular es...
163
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BIBE
2007
IEEE
16 years 19 days ago
2007
IEEE
Abstract—In this paper we demonstrate the inherent robustness of minimum distance estimator that makes it a potentially powerful tool for parameter estimation in gene expression ...
137
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INFORMATICALT
2002
15 years 6 months ago
2002
Abstract. Five methods for count data clusterization based on Poisson mixture models are described. Two of them are parametric, the others are semi-parametric. The methods emlploy ...