I am currently a CNRS postdoc at CRIStAL in the SigMA team in Lille. My advisor is Rémi Bardenet.
Research interests
kernel methods, graphs, repulsive point patterns.
Bio
I did several years of postdoc at KU Leuven (Stadius Center for Dynamical Systems, Signal Processing and Data Analytics) with Johan Suykens and a one-year postdoc at UCLouvain with Jean-Charles Delvenne in the Mathematical Engineering department.
I defended my PhD in theoretical physics under the supervision of Jan Govaerts in the Research Institute in Mathematics and Physics of UCLouvain. My master degree in Physics was obtained in the same institute.
Latest news
- Preprint on arxiv about the complexity of the fascinating CyclePopping algorithm On the Number of Steps of CyclePopping in Weakly Inconsistent U(1)-Connection Graphs.
- Paper about quantum computing with R. Bardenet and A. Feller On sampling determinantal and Pfaffian point processes on a quantum computer; see also the Python code. Published in Journal of Physics A: Mathematical and Theoretical.
- Seminar (50 min.) at ENS Lyon, Inria DANTE, December 13, 2022 (Lyon, France).
- New preprint Sparsification of the regularized magnetic Laplacian with multi-type spanning forests with R. Bardenet; see also the Julia code.
- Poster presentation at Determinantal and permanantal point processes, quantum physics, and signal processing ENS Lyon, June 2022 (Lyon, France).
- Seminar (50 min.) at Université de Nantes, Laboratoire de mathématiques Jean Leray, November 30, 2021 (Nantes, France).
- Paper accepted at NeurIPS 2021 openreview.
- Seminar (50 min.) at Université de Lille, Laboratoire Paul Painlevé, April 2, 2021 (Lille, France).
- Seminar (50 min.) at INRIA Lille, February 16 2021 (Lille, France).
- Contributed talk and Poster presentation Online, ICML 2020 Workshop Negative dependence and submodularity for ML (15 min.) July 18, 2020
- Seminar (50 min.) Online, One World Seminar: Mathematical Methods for Arbitrary Data Sources (MADS) May 4, 2020.
- Seminar (50 min.) at INRIA Lille, September 11 2019 (Lille, France).
- Plenary speaker (50 min.) at FNRS contact group “Wavelets and applications” November 7 2018 (ULB, Brussels, Belgium).
- Seminar (50 min.) at The Alan Turing Institute, September 27, 2018 (London, UK).