Samuel Vaiter
I am a CNRS research associate (CR2) in Applied Mathematics at IMB (Université de Bourgogne, France). My current research interests focus on variational regularization in signal and image processing, convex analysis, sparsity and risk estimation.
News
Our paper with Pierre C. Bellec and Joseph Salmon coined A sharp oracle inequality for Graph-Slope has been accepted in Electronic Journal of Statistics.
Together with Pierre C. Bellec and Joseph Salmon, we released our preprint A sharp oracle inequality for Graph-Slope.
After two long years in review, our paper with J. Fadili and G. Peyré Model Consistency of Partly Smooth Regularizers has been accepted for publication in IEEE Transactions on Information Theory.
Our paper with A. Chambolle and P. Tan, Accelerated Alternating Descent Methods for Dykstra-like problems has been accepted for publication in Journal of Mathematical Imaging and Vision. The online first version is available here.
Our work with A. Barbara and A. Jourani on non-uniqueness for the analysis Lasso is available at the following link Maximal solutions of sparse analysis regularization.