Curriculum Vitae

Download Complete CV

  • Full Professor, Physics and EE, EPFL, Switzerland, Since 2020
  • Professor UPMC and Researcher at Ecole Normale Superieure, Paris, 2013-2020
  • Member of the Institut Universitaire de France, 2015-2020
  • Holder of a Prairie Institute AI Chair, 2019-2020
  • Member and Fellow of the ELLIS society, Since 2019
  • Holder of the chair CFM-ENS on datascience, 2016-2020
  • Visiting Professor @ Duke University, Maths Dept., 2018
  • Visiting Scientist @ Simons Institute in Berkeley, 2016
  • Visiting Scientist @ Los Alamos National Labs, 2008
  • Maitre de Conference (Associate Professor) in ESPCI Paristech, 2004 - 2013

Interests

  • Statistical Physics
  • Machine learning
  • Statistics
  • Computer Science
  • Random Optimization
  • Signal Processing
  • Information theory
  • Inference on graphs
  • Computational optics

Education

  • Postdoc, 2004

    Roma, La Sapienza

  • PhD in Statistical Physics, 2002

    Orsay, Paris XI

  • MSc in Physics, 1999

    Orsay, Paris XI

Teaching

Current or recent classes

Computation Science

Lecture given in the international master Physics of Complex Systems on computational science

Introduction to Machine Learning

An introductory pratical course by Florent Krzakala and Antoine Baker, Ecole Doctorale EDPIF 2019

ML & AI pour la physique et les physiciens

Cours Master 1, Université Paris Sorbonne 2019-2010

Numerical Physics and Machine Learning

Lecture Master 2, Ecole Normale Superieure 2020-2021, ICFP

Statistical Physics For Optimization and Learning

A set of Lectures given at Duke in 2018 by Lenka Zdeborova and Florent Krzakala

The SPHINX group

Meet the team working in the Sphinx Group. Our interdisplinary research group embodies physicists, mathematicians, and computer scientists working together to solve problems ranging from statistics to signal processing and machine learning. Feel free to check the group github repo.

The SPHINX team acknowledge funding from:

fundings

Grad Students

Avatar

Antoine Maillard

Phd student

Avatar

Cedric Gerbelot

Phd student (co-supervised with M. Lelarge, DI)

Avatar

Maria Refinetti

Phd student (co-supervised with G. Semerjian)

Postdocs

Avatar

Antoine Baker

Laplace Postdoc

Avatar

Bruno Loureiro

Postdoc EPFL

Industry co-advised Students

Avatar

Julien Launay

Phd student at LightOn inc

Avatar

Ruben Ohana

Phd Student at LightOn

Former members…

… and where to find them

Drawing
Jean Barbier
Prof. @ ICTP Trieste
Drawing
Alaa Saade
Google Deepmind
Drawing
Sebastian Goldt
Prof. @ SISSA Trieste
Drawing
Marylou Gabrié
Postdoc. @ NYU & Flatiron
Drawing
Christophe Schulke
Phillips research
Drawing
Pan Zhang
Prof. @ Chinese Acad. Sci.
Drawing
Laura Foini
CNRS research, Saclay
Drawing
Gabriele Sicuro
Prof. @ king's collage, Londonc
Drawing
Eric Trammel
Owkin inc.
Drawing
Alia Abbara
Postdoc @ EPFL
Drawing
Jonathan Dong
Postdoc @ EPFL
Drawing
Luca Saglietti
Postdoc @ EPFL
Drawing
Andre Manoel
Owkin inc.
Drawing
Fra Caltagirone
SNIPS inc.
Drawing
Sun Yifan
Lecturer @ Renmin Univ.
Drawing
Boshra Rajaei
Assoc. Prof. @ Sadjad Univ.
Drawing
Alejandro Lage
Prof. La Havana
Drawing
Angelique Dremeau
Assoc. Prof. @ ENSTA

Contact