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.
Award (2025/02) As in 2022, I am a recipient of a Meritorious Service Award from the journal Mathematical Programming acknowledging exceptional contributions as a reviewer during the year 2024.
Lectures (2025/02) I am giving a series of lectures on complexity in continuous optimization for Dauphine's PhD program in Computer Science. Slides and notes can be found here.
Teaching (2024/09) The Fall semester has started! I will be teaching several courses around linear algebra and applications to data science (bachelor level) and optimization for machine learning (master level). Details can be found 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).