493 search results - page 15 / 99 » The oracle penalty method |
80
Voted
JSCIC
2007
14 years 9 months ago
2007
We consider a discontinuous Galerkin finite element method for the advection–reaction equation in two space–dimensions. For polynomial approximation spaces of degree greater t...
95
Voted
ICASSP
2011
IEEE
14 years 1 months ago
2011
IEEE
This article deals with a regularized version of the split gradient method (SGM), leading to multiplicative algorithms. The proposed algorithm is available for the optimization of...
EWCBR
2004
Springer
15 years 2 months ago
2004
Springer
An application of relational case-based learning to the task of expressive music performance is presented. We briefly recapitulate the relational case-based learner DISTALL and em...
62
Voted
MLDM
2009
Springer
15 years 2 months ago
2009
Springer
The new approach of relevant feature selection in machine learning is proposed for the case of ordered features. Feature selection and regularization of decision rule are combined ...
NIPS
2003
14 years 11 months ago
2003
The bootstrap has become a popular method for exploring model (structure) uncertainty. Our experiments with artificial and realworld data demonstrate that the graphs learned from...