About

I am currently a postdoc researcher at Bordeaux Population Health center, supervised by Boris Hejblum. I am member of the SISTM team from INRIA and INSERM institutes.

From january 2025 to august 2026, I was a postdoctoral fellow at ENS Paris, Center for Sciences of Data supervised by Kimia Nadjahi and Claire Boyer.

I defended my PhD from the Institut de Mathématiques de Bordeaux (IMB) in November 2024, where I was supervised by Jérémie Bigot and Bernard Bercu. The manuscript is available here.

Topics

I am currently particularly interested in biomedical data analysis and uncertainty quantification. So far, my research has revolved around the following areas.

Multivariate quantiles

Statistical applications of multivariate quantiles, in domains like conformal prediction or risk analysis

Measure transport

Resolution of (optimal) transport problems, to match a source and a target probability distribution

Optimization

Convergence analysis of stochastic algorithms in both Euclidean and non-Euclidean settings

Papers

The following list of publications is also available on my scholar account. Download links for PDF and codes are available below.

Convergence Rates for Distribution Matching with Sliced Optimal Transport

Conference on Learning Theory (COLT)

Optimal Transport-based Conformal Prediction

International Conference on Machine Learning (ICML)

Monge-Kantorovich quantiles and ranks for image data

International Conference on Scale Space and Variational Methods in Computer Vision (SSVM)

Regularized estimation of Monge-Kantorovich quantiles for spherical data

Submitted

Monge-Kantorovich superquantiles and expected shortfalls with applications to multivariate risk measurements

Electronic Journal of Statistics (EJS)

Stochastic optimal transport in Banach Spaces for regularized estimation of multivariate quantiles

SIAM Journal on Mathematics of Data Science