Jérôme-Alexis Chevalier

I started my Ph.D. in October 2017, working under the supervision of Bertrand Thirion (Inria, Parietal team) and Joseph Salmon (Telecom ParisTech, IDS department).

During my Ph.D., I will mainly focus 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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