44651 search results - page 101 / 8931 » Generalized |
COLT
2005
Springer
14 years 3 months ago
2005
Springer
We present two new methods for obtaining generalization error bounds in a semi-supervised setting. Both methods are based on approximating the disagreement probability of pairs of ...
GECCO
2005
Springer
14 years 3 months ago
2005
Springer
Several general purpose benchmark generators are now available in the literature. They are convenient tools in dynamic continuous optimization as they can produce test instances w...
WADS
2005
Springer
14 years 3 months ago
2005
Springer
Abstract. In this paper we consider a generalization of the edge dominating set (EDS) problem, in which each edge e needs to be covered be times and refer to this as the b-EDS prob...
PLDI
2004
ACM
14 years 3 months ago
2004
ACM
Graph-coloring register allocation is an elegant and extremely popular optimization for modern machines. But as currently formulated, it does not handle two characteristics common...
ECAI
2004
Springer
14 years 3 months ago
2004
Springer
The standard SVM formulation for binary classification is based on the Hinge loss function, where errors are considered not correlated. Due to this, local information in the featu...