202 search results - page 1 / 41 » How Local Should a Learning Method Be |
COLT
2008
Springer
13 years 6 months ago
2008
Springer
We consider the question of why modern machine learning methods like support vector machines outperform earlier nonparametric techniques like kNN. Our approach investigates the lo...
IUI
2006
ACM
13 years 10 months ago
2006
ACM
Recent interest in the use of software character agents raises the issue of how many agents should be used in online learning. In this paper we review evidence concerning the rela...
IJON
2010
13 years 3 months ago
2010
: Laplacian Linear Discriminant Analysis (LapLDA) and Semi-supervised Discriminant Analysis (SDA) are two recently proposed LDA methods. They are developed independently with the a...
SAT
2005
Springer
13 years 10 months ago
2005
Springer
Solvers for Quantified Boolean Formulae (QBF) use many analogues of technique from SAT. A significant amount of work has gone into extending conflict based techniques such as co...
ICCV
2003
IEEE
14 years 6 months ago
2003
IEEE
Inpainting is the problem of filling-in holes in images. Considerable progress has been made by techniques that use the immediate boundary of the hole and some prior information o...