1658 search results - page 2 / 332 » Learning Mixtures of Gaussians |
PAMI
2008
13 years 5 months ago
2008
Mixture of Gaussians (MoG) model is a useful tool in statistical learning. In many learning processes that are based on mixture models, computational requirements are very demandin...
NPL
2002
13 years 4 months ago
2002
Learninga Gaussian mixturewithalocal algorithm like EMcanbe dif
CORR
2006
Springer
13 years 5 months ago
2006
Springer
Abstract. We propose and analyze a new vantage point for the learning of mixtures of Gaussians: namely, the PAC-style model of learning probability distributions introduced by Kear...
ICIP
2005
IEEE
14 years 7 months ago
2005
IEEE
We consider the problem of image segmentation by clustering local histograms with parametric mixture-of-mixture models. These models represent each cluster by a single mixture mod...
CORR
2010
Springer
13 years 5 months ago
2010
Springer
Abstract--The question of polynomial learnability of probability distributions, particularly Gaussian mixture distributions, has recently received significant attention in theoreti...