2208 search results - page 92 / 442 » Privacy-Preserving Classifier Learning |
165
click to vote
GECCO
2004
Springer
15 years 11 months ago
2004
Springer
Multiple Species Weighted Voting (MSWV) is a genetics-based machine learning (GBML) system with relatively few parameters that combines N two-class classifiers into an N -class cla...
172
click to vote
CAIP
2003
Springer
15 years 11 months ago
2003
Springer
Abstract. Many classes of images exhibit sparse structuring of statistical dependency. Each variable has strong statistical dependency with a small number of other variables and ne...
148
click to vote
JMLR
2002
15 years 6 months ago
2002
We extend the VC theory of statistical learning to data dependent spaces of classifiers. This theory can be viewed as a decomposition of classifier design into two components; the...
167
click to vote
ICPR
2004
IEEE
16 years 7 months ago
2004
IEEE
In this paper, a novel nested cascade detector for multi-view face detection is presented. This nested cascade is learned by Schapire and Singer's improved boosting algorithm...
146
click to vote
ICCV
2007
IEEE
16 years 8 months ago
2007
IEEE
In this paper we present a novel boosting algorithm for supervised learning that incorporates invariance to data transformations and has high generalization capabilities. While on...