Brief Bio

I am a Senior Researcher and a Senior Lecturer (Maitre Assistant) with the eXascale Infolab group (Department of Computer Science) and the Cognition and Perception Group (Department of Medicine) of the University of Fribourg, Switzerland. Previously, I was a postdoctoral researcher in the CMLA, a laboratory of Applied Mathematics at the Ens Paris Saclay. I received my Ph.D. (with highest honors) in Mathematics (Probability and Statistics) from the Ecole Normale Superieure Cachan / AMU, under the supervision of Pr. Etienne Pardoux.

My research interests include the development of theoretical and applied Machine Learning (ML) and Statistical Learning, with particular focus on Active Learning and applications to Healthcare problems and Neuroscience. Lead ML researcher in multiple projects, in collaboration with both international companies (Airbus, Thalès, Engie, Criteo …) and public institutions (hospitals, Public Healthcare administration, . . .).

2022/2023 Teaching

Selected 5 Publications (Google Scholar)

PhD Student Supervision


I co-supervise(d) the following PhD students: Humbert, Pierre (2017-2021), Nicolai, Alice (2018-2021), and Laura Rettig (2017-Now).