190 search results - page 1 / 38 » PAC-Bayesian learning of linear classifiers |
ICML
2009
IEEE
14 years 5 months ago
2009
IEEE
We present a general PAC-Bayes theorem from which all known PAC-Bayes risk bounds are obtained as particular cases. We also propose different learning algorithms for finding linea...
ICML
2005
IEEE
14 years 5 months ago
2005
IEEE
The detection of faces in images is fundamentally a rare event detection problem. Cascade classifiers provide an efficient computational solution, by leveraging the asymmetry in t...
CVPR
2008
IEEE
14 years 7 months ago
2008
IEEE
Online boosting methods have recently been used successfully for tracking, background subtraction etc. Conventional online boosting algorithms emphasize on interchanging new weak ...
ICPR
2010
IEEE
13 years 4 months ago
2010
IEEE
ICML
2008
IEEE
14 years 5 months ago
2008
IEEE
We introduce confidence-weighted linear classifiers, which add parameter confidence information to linear classifiers. Online learners in this setting update both classifier param...