Experience & education
Degrees, appointments and research visits — an academic timeline.
Appointments & visits
2019–2023 — Teaching appointment / PCC · École polytechnique, CMAP
Sept.–oct. 2015 — Visiting researcher · Georgia Institute of Technology, Atlanta
2009–present — Associate Professor of Applied Mathematics · Université Paris Dauphine–PSL, CEREMADE (CNRS UMR 7534)
2008–2009 — ATER · Université Paris Diderot, LPMA
Education
2008 — PhD in Statistics · Université Paris Diderot
2005 — Research Master’s in stochastic modelling and statistics · Université Paris Diderot
2004 — Maîtrise in Applied Mathematics · Université Pierre-et-Marie-Curie
Biography
My research began in nonparametric statistics, inverse problems and quantum tomography. It subsequently expanded to neural-network generalization, contrastive methods, clustering and robust distributed learning. My academic work connects foundational research, doctoral supervision, teaching and collaborations with institutional and industry partners.
My current research includes causal and counterfactual inference and a developing direction in adversarial machine learning, with attacks, defenses, data ownership verification and efficiency as research questions.