10054 search results - page 117 / 2011 » On the Complexity of Function Learning |
100
Voted
AIR
2005
15 years 13 days ago
2005
The paradox of fuzzy modeling is recognized due to the co-existence of its effectiveness of solving uncertain problems in the real world and the skepticism of its reasonability in ...
98
Voted
NIPS
2001
15 years 1 months ago
2001
We investigate the generalization performance of some learning problems in Hilbert functional Spaces. We introduce a notion of convergence of the estimated functional predictor to...
86
Voted
COLT
1991
Springer
15 years 4 months ago
1991
Springer
Two extensions of the Linial, Mansour, Nisan AC0 learning algorithm are presented. The LMN method works when input examples are drawn uniformly. The new algorithmsimprove on their...
119
Voted
ICCV
2007
IEEE
16 years 2 months ago
2007
IEEE
We address the problem of visual category recognition by learning an image-to-image distance function that attempts to satisfy the following property: the distance between images ...
97
Voted
ECML
2006
Springer
15 years 4 months ago
2006
Springer
Abstract. We propose a novel active learning strategy based on the compression framework of [9] for label ranking functions which, given an input instance, predict a total order ov...