3395 search results - page 179 / 679 » Learning to efficiently rank |
156
Voted
IJCNN
2008
IEEE
15 years 10 months ago
2008
IEEE
— Ordinal regression is an important type of learning, which has properties of both classification and regression. Here we describe an effective approach to adapt a traditional ...
113
Voted
CIMCA
2005
IEEE
15 years 9 months ago
2005
IEEE
An efficient training method for block-diagonal recurrent neural networks is proposed. The method modifies the RPROP algorithm, originally developed for static models, in order to...
158
Voted
MMM
2007
Springer
15 years 10 months ago
2007
Springer
Abstract. This paper presents an efficient learning scheme for automatic annotation of video shot size. Instead of existing methods that applied in sports videos using domain knowl...
108
Voted
ICML
2006
IEEE
16 years 4 months ago
2006
IEEE
We present an efficient method for maximizing energy functions with first and second order potentials, suitable for MAP labeling estimation problems that arise in undirected graph...
123
Voted
COLT
2004
Springer
15 years 7 months ago
2004
Springer
We investigate label efficient prediction, a variant, proposed by Helmbold and Panizza, of the problem of prediction with expert advice. In this variant, the forecaster, after gues...