clement.royer@lamsade.dauphine.fr
Clément Royer Université Paris Dauphine-PSL
Place du Maréchal de Lattre de Tassigny
75016 Paris
FRANCE
I am also on Google Scholar and Github.
Clément W. Royer
Associate professor, Université Paris Dauphine-PSL
Pour la version française de cette page, cliquez ici.
Latest news
Grant (2024/04) I am the recipient of a CNRS IEA (International Emerging Actions) grant! My grant BONUS (Blackbox Optimization with a Novel Use of Subspaces), joint with Lindon Roberts from the University of Sydney, will allow us to investigate novel use of subspace techniques in derivative-free optimization. The official announcement (in French can be found here.
Conference (2024/03) I attended the 25th annual conference of ROADEF, the French Operations Research society, in Amiens. I was a member of the student paper prize (check out the two recipient papers by Margot Herin and Victor Spitzer!) and also gave a talk on an ongoing research project with colleagues at Dauphine (learn more here).
Open PhD position (2024/01) Antonin Chambolle and myself are offering a PhD fellowship on optimization in neural differential equations, expected starting date October 2024.
For all the details, see here.
Research interests
My research essentially revolves around the field of numerical optimization and its applications, particularly in complex systems and data science. In addition to optimization, my work relies heavily on linear algebra techniques and randomized methods.
Lately I have been interested in analyzing certain classes of nonconvex optimization problems and developing efficient algorithms with complexity guarantees for solving those problems.
I am also highly interested in derivative-free optimization and its applications to solving simulation-based problems.
Short bio
September 1st, 2019: Joined Université Paris Dauphine-PSL and LAMSADE as a maître de conférences (equivalent to associate professor, with tenure granted on September 1st, 2020).