Complexity regularization for nonlinear inverse problems
Statistics Theory
2007-06-13 v1 Statistics Theory
Abstract
We provide estimators for a large class of inverse problems, including nonlinear inverse problems. Using complexity regularization technics we provide adaptive estimators achieving the best rate over the collection of models.
Cite
@article{arxiv.math/0502033,
title = {Complexity regularization for nonlinear inverse problems},
author = {Jean Michel Loubes and Ludeña Carenne},
journal= {arXiv preprint arXiv:math/0502033},
year = {2007}
}