Gilles Bareilles

I am a postdoctoral fellow at CTU (Prague), in the optimization group, working with Jakub Mareček on the optimization of tame functions.

Prior to this position, I did my PhD at the Laboratoire Jean Kuntzmann (Grenoble), in the DAO team under the supervision of Franck Iutzeler and Jérôme Malick. I focused on structured nonsmooth problems, which include learning problems and more general nonsmooth problems. I developed structure identification procedures and fast (Newton-type) methods for such nonsmooth nonconvex problems. More in my PhD thesis!

Here is a resume and a list of publications.

Interests: Machine learning; Nonsmooth nonconvex optimization; Second-order methods; Riemannian optimization.

Talks and news


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