326 search results - page 2 / 66 » Bootstrap for neural model selection |
ICANN
2010
Springer
13 years 7 months ago
2010
Springer
Structural equation models have been widely used to study causal relationships between continuous variables. Recently, a non-Gaussian method called LiNGAM was proposed to discover ...
CSDA
2008
13 years 6 months ago
2008
Robust model selection procedures control the undue influence that outliers can have on the selection criteria by using both robust point estimators and a bounded loss function wh...
COLT
2004
Springer
13 years 10 months ago
2004
Springer
We consider the binary classification problem. Given an i.i.d. sample drawn from the distribution of an X
CSDA
2008
13 years 6 months ago
2008
ICML
2008
IEEE
14 years 7 months ago
2008
IEEE
We consider the least-square linear regression problem with regularization by the 1-norm, a problem usually referred to as the Lasso. In this paper, we present a detailed asymptot...