@article{Vaiter2014TheDO, title={The Degrees of Freedom of Partly Smooth Regularizers}, author={Samuel Vaiter and Charles-Alban Deledalle and Gabriel Peyr{\'e} and Mohamed-Jalal Fadili and Charles Dossal}, journal={CoRR}, year={2014}, volume={abs/1404.5557} }

- Published 2014 in ArXiv

In this paper, we are concerned with regularized regression problems where the prior regularizer is a proper lower semicontinuous and convex function which is also partly smooth relative to a Riemannian submanifold. This encompasses as special cases several known penalties such as the Lasso (`-norm), the group Lasso (`−`-norm), the `∞-norm, and the nuclear… CONTINUE READING

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