Jérôme-Alexis Chevalier

I have been an intern at Parietal since the 1st May 2017. I will start Ph.D. in the continuity of my internship in October 2017. I work under the supervision of Bertrand Thirion (Inria, Parietal team), Joseph Salmon (Telecom ParisTech, IDS department) and Yohann De Castro (Laboratoire de Mathématiques d’Orsay).

During my Ph.D. studies, I will be notably working on the HiDimStat project that aims at handling uncertainty in the challenging context of high dimensional regression problem. Our plan is to leverage recent developments in sparse convex solvers as well as more efficient reformulations of testing and confidence interval estimates to provide several communities with practical software handling uncertainty quantification. Specific validation experiments will be performed in the field of brain imaging.



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