I am a Bernoulli Instructor at the Institute of Mathematics at EPFL. My research is centered on nonparametric statistics, statistical learning and stochastic processes, motivated by biomedical studies.

I am interested in causal learning methods for event processes, using conditional local independence testing, in collaboration with Niels Richard Hansen.

I work in collaboration with Prof. Stephan Clémençon, Télécom Paris, on concentration results for particular classes of stochastic processes (k-sample Rank and U-processes) with applications to statistical tests in particular.

I was a Postdoc at Copenhagen Causality Lab of the University of Copenhagen and worked with Niels Richard Hansen on learning methods for point processes. Prior to this, I successfully finished my PhD at Centre Borelli, ENS Paris-Saclay, Université Paris-Saclay, under the supervision of Prof. Nicolas Vayatis. My thesis entitled ‘‘Rank Processes and Statistical Applications in High Dimension’’ can be found here and slides.

News!

• I am very honoured and thankful to Prof. Mehryar Mohri for hosting me at Courant Institute of Mathematical Sciences, New York University, for a month in Spring 2026.

• I am greatful to the Institute of Mathematics, EPFL, for supporting and helping me organize the conference celebrating Women in Mathematics, that was held at EPFL, May 15-16 2025. We hosted more that 60 participants, from Switzerland mainly, France and Spain.

• I am very honoured and thankful to Prof. Peter Bartlett for hosting me at Simons Institute for the Theory of Computing, UC Berkeley, for a month in November 2024.