40 search results - page 3 / 8 » A BYY scale-incremental EM algorithm for Gaussian mixture le... |
PCI
2005
Springer
13 years 12 months ago
2005
Springer
Abstract. It has been recently demonstrated that the classical EM algorithm for learning Gaussian mixture models can be successfully implemented in a decentralized manner by resort...
NIPS
2003
13 years 7 months ago
2003
Density estimation with Gaussian Mixture Models is a popular generative technique used also for clustering. We develop a framework to incorporate side information in the form of e...
ICIP
2005
IEEE
14 years 8 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...
NIPS
1998
13 years 7 months ago
1998
We present Monte-Carlo generalized EM equations for learning in nonlinear state space models. The dif
NIPS
2004
13 years 7 months ago
2004
We propose a gossip-based distributed algorithm for Gaussian mixture learning, Newscast EM. The algorithm operates on network topologies where each node observes a local quantity ...