Regularization Methods for Additive Models (2003)
by
Marta Avalos
,
Yves Grandvalet
,
Christophe Ambroise
| Venue: | LECT. NOTES COMPUT. SCI |
| Citations: | 3 - 1 self |
BibTeX
@ARTICLE{Avalos03regularizationmethods,
author = {Marta Avalos and Yves Grandvalet and Christophe Ambroise},
title = {Regularization Methods for Additive Models},
journal = {LECT. NOTES COMPUT. SCI},
year = {2003},
volume = {2810},
pages = {509--520}
}
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Abstract
This paper tackles the problem of model complexity in the context of additive models. Several methods have been proposed to estimate smoothing parameters, as well as to perform variable selection. Nevertheless,
