Guillaume Garrigos

I am a Maître de Conférences (Associate Professor) at the Université Paris Cité (formerly Université de Paris, or Paris-Diderot, or Paris-7), member of the Laboratoire de Probabilités, Statistique et Modélisation, in the Team Statistique, données, algorithmes.

My research essentially focuses on dynamical systems associated to optimization problems. In particular, I am interested in algorithms and regularization methods for nonsmooth (eventually nonconvex) problems arising in machine learning and signal or image processing.

You can navigate to find more details about my research and teaching activities, as well as some related material. Here is my automatically generated curriculum (and its overly-detailed extension).