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.

  1. Scaling Laws with Hidden Structure (2024), with Charles Arnal, Simon Rosenberg and Vivien Cabannes. In revision. [arXiv]
  2. Seriation of Tœplitz and latent position matrices (2024), with Alexandra Carpentier and Nicolas Verzelen. In revision. [arXiv]
  3. A theory of stratification learning (2024), with Eddie Aamari. In revision. [arXiv]
  4. 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]
  5. 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]
  6. Theoretical Foundations of Ordinal Multidimensional Scaling, Including Internal and External Unfolding (2023), with Ery Arias-Castro and Daniel Kane. In revision. [arXiv]
  7. Optimal Reach Estimation and Metric Learning (2023), with Eddie Aamari and Clément Levrard. Annals of Statistics. [journal, arXiv]
  8. From Graph Centrality to Data Depth (2021), with Eddie Aamari and Ery Arias-Castro. ALEA. [journal, arXiv]
  9. 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]
  10. Density Estimation on an Unknown Submanifold (2021), with Marc Hoffmann. Electronic Journal of Statistics. [journal, arXiv]
  11. 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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