Antoine Maillard

Antoine Maillard

Postdoc - Hermann Weyl Instructor

ETH Zurich

About me

I am a Hermann-Weyl Instructor (postdoc) in ETH Zurich, mentored by Afonso Bandeira.

My research is at the intersection of high-dimensional statistics, statistical physics, information theory and random matrix theory.

I defended my PhD in Theoretical Physics on August 30th 2021, which I prepared in Ecole Normale Supérieure de Paris, under the supervision of Florent Krzakala and Lenka Zdeborová. You can find my PhD thesis here.

During the Spring of 2022, I am co-organizing a student seminar on Matrix Discrepancy. In 2019-2020 I was a teaching assistant for the course Mathematics for Physicists at the physics department of Ecole Normale Supérieure.

Education
  • PhD in Statistical Physics, 2017 - 2021

    Ecole Normale Supérieure, Paris

  • Masters in Theoretical Physics and in Mathematics, 2014 - 2016

    Ecole Normale Supérieure, Paris

  • Bachelor in Physics and in Mathematics, 2011 - 2014

    Ecole Normale Supérieure, Paris

Recent news

Programs, summer schools, conferences

MSML 2021
NeurIPS 2020
NeurIPS 2019
Beg Rohu summer school: Deep Learning and Statistical Physics

Publications & preprints

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Phase Retrieval: From Computational Imaging to Machine Learning
Optimal denoising of rotationally invariant rectangular matrices
Perturbative construction of mean-field equations in extensive-rank matrix factorization and denoising
Fundamental limits of high-dimensional estimation

Contact