Sciweavers

Share
NIPS
2000

Ensemble Learning and Linear Response Theory for ICA

11 years 9 months ago
Ensemble Learning and Linear Response Theory for ICA
We propose a general framework for performing independent component analysis (ICA) which relies on ensemble learning and linear response theory known from statistical physics. We apply it to both discrete and continuous sources. For the continuous source the underdetermined (overcomplete) case is studied. The naive mean-field approach fails in this case whereas linear response theory
Pedro A. d. F. R. Højen-Sørensen, Ol
Added 01 Nov 2010
Updated 01 Nov 2010
Type Conference
Year 2000
Where NIPS
Authors Pedro A. d. F. R. Højen-Sørensen, Ole Winther, Lars Kai Hansen
Comments (0)
books