4110 search results - page 139 / 822 » Efficient algorithms for the 2-gathering problem |
142
click to vote
COLT
2010
Springer
15 years 2 months ago
2010
Springer
Recent advances in large-margin classification of data residing in general metric spaces (rather than Hilbert spaces) enable classification under various natural metrics, such as ...
177
click to vote
ICCV
2009
IEEE
15 years 2 months ago
2009
IEEE
Multi-label learning is useful in visual object recognition when several objects are present in an image. Conventional approaches implement multi-label learning as a set of binary...
133
click to vote
STOC
1993
ACM
15 years 8 months ago
1993
ACM
In this paper, we study the problem of learning in the presence of classification noise in the probabilistic learning model of Valiant and its variants. In order to identify the cl...
141
click to vote
GECCO
2006
Springer
15 years 8 months ago
2006
Springer
First, the covariance matrix adaptation (CMA) with rankone update is introduced into the (1+1)-evolution strategy. An improved implementation of the 1/5-th success rule is propose...
141
click to vote
NIPS
2008
15 years 6 months ago
2008
Bartlett et al (2006) recently proved that a ground condition for convex surrogates, classification calibration, ties up the minimization of the surrogates and classification risk...