3668 search results - page 98 / 734 » Margin Distribution and Learning |
142
click to vote
NIPS
2001
15 years 6 months ago
2001
We describe the g-factor which relates probability distributions on image features to distributions on the images themselves. The g-factor depends only on our choice of features a...
165
click to vote
COLT
2001
Springer
15 years 10 months ago
2001
Springer
We show that the class of monotone 2O( √ log n)-term DNF formulae can be PAC learned in polynomial time under the uniform distribution from random examples only. This is an expo...
166
click to vote
ICCV
2007
IEEE
16 years 7 months ago
2007
IEEE
A new strategy is proposed for the design of cascaded object detectors of high detection-rate. The problem of jointly minimizing the false-positive rate and classification complex...
157
click to vote
ECCV
2008
Springer
16 years 7 months ago
2008
Springer
The application of semi-supervised learning algorithms to large scale vision problems suffers from the bad scaling behavior of most methods. Based on the Expectation Regularization...