I am a Bernoulli Instructor at the Institute of Mathematics at EPFL. My research is centered on nonparametric statistics, statistical learning and stochastic processes, with applications to 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-samples Rank and U-processes) with possible applications to statistical tests.

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 and Ioannis Bargiotas. My thesis entitled ‘‘Rank Processes and Statistical Applications in High Dimension’’ can be found here and slides.

Visit the repository and read the article of a selection of papers related to COVID-19 outbreak developed with Marie Garin, Alice Nicolaï and Nicolas Vayatis, with detailed reviews.

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