Briefly
I am a postdoc at the Institut für Mathematik of Uni-Potsdam, under the supervision of Alexandra Carpentier and Nicolas Verzelen.
Before that, I did my PhD at CEREMADE, Université Paris-Dauphine under the supervision of Marc Hoffmann. You can find my PhD manuscript here.
My research lies in mathematical statistics with a focus on problems arising from geometric inference and random graphs.
Here is a short CV [english, french] (August 2024).
Publications and Preprints
You can find all my articles on Google Scholar or arXiv.
- Scaling Laws with Hidden Structure (2024), with Charles Arnal, Simon Rosenberg and Vivien Cabannes. In revision. [arXiv]
- Seriation of Tœplitz and latent position matrices (2024), with Alexandra Carpentier and Nicolas Verzelen. In revision. [arXiv]
- A theory of stratification learning (2024), with Eddie Aamari. In revision. [arXiv]
- Predictable recovery rates in near-surface materials after earthquake damage (2024), with Luc Illien, Jens Martin Turowski, Christoph Sens-Schönfelder and Niels Hovius. In revision. [Earth arXiv]
- Estimating a density near an unknown manifold: a Bayesian nonparametric approach (2024), with Paul Rosa and Judith Rousseau. Accepted for publication in Annals of Statistics. [arXiv]
- Theoretical Foundations of Ordinal Multidimensional Scaling, Including Internal and External Unfolding (2023), with Ery Arias-Castro and Daniel Kane. In revision. [arXiv]
- Optimal Reach Estimation and Metric Learning (2023), with Eddie Aamari and Clément Levrard. Annals of Statistics. [journal, arXiv]
- From Graph Centrality to Data Depth (2021), with Eddie Aamari and Ery Arias-Castro. ALEA. [journal, arXiv]
- Estimating the Reach of a Manifold via its Convexity Defect Function (2022), with John Harvey, Marc Hoffmann and Krishnan Shankar. Discrete & Computational Geometry. [journal, arXiv]
- Density Estimation on an Unknown Submanifold (2021), with Marc Hoffmann. Electronic Journal of Statistics. [journal, arXiv]
- Some Random Paths with Angle Constraints (2021), with Ery Arias-Castro. Annales de l'Institut Henri Poincaré, Probabilités et Statistiques. [journal, arXiv]
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