Samuel Vaiter

Robust Sparse Analysis Regularization

Samuel Vaiter, Gabriel Peyré, Charles H Dossal et al. · IEEE Transactions on Information Theory · 2012 · 117 citations · Full text

Natural Sciences, Mathematics, Optimization +12

Stein Unbiased GrAdient estimator of the Risk (SUGAR) for Multiple Parameter Selection

Charles‐Alban Deledalle, Samuel Vaiter, Jalal Fadili et al. · SIAM Journal on Imaging Sciences · 2014 · 111 citations · Full text

Natural Sciences, Mathematics, Optimization +16

Local behavior of sparse analysis regularization: Applications to risk estimation

Samuel Vaiter, Charles-Alban Deledalle · 2013 · 44 citations

Computing, Computer Science, Finance +13

The degrees of freedom of partly smooth regularizers

Samuel Vaiter, Charles Deledalle, Jalal Fadili et al. · Annals of the Institute of Statistical Mathematics · 2016 · 36 citations · Full text

Natural Sciences, Optometry, Standard-setting +3

Model selection with low complexity priors

Samuel Vaiter, Mohammad Golbabaee, Jalal Fadili et al. · Information and Inference A Journal of the IMA · 2015 · 32 citations · Full text

Computing, Computer Science, Decision Theory +8