274 search results - page 1 / 55 » The Information Bottleneck EM Algorithm |
UAI
2003
13 years 7 months ago
2003
Learning with hidden variables is a central challenge in probabilistic graphical models that has important implications for many real-life problems. The classical approach is usin...
KES
2008
Springer
13 years 5 months ago
2008
Springer
NIPS
2003
13 years 7 months ago
2003
We argue that K–means and deterministic annealing algorithms for geometric clustering can be derived from the more general Information Bottleneck approach. If we cluster the ide...
IBPRIA
2007
Springer
13 years 11 months ago
2007
Springer
We present two new clustering algorithms for medical image segmentation based on the multimodal image registration and the information bottleneck method. In these algorithms, the h...
ICEIS
2003
IEEE
13 years 10 months ago
2003
IEEE