Francois Malgouyres (Preferred)
Francois Malgouyres
Full Professor, Institut de Mathématiques de Toulouse, Université de Toulouse
Joined
May 2021
Names
Emails
****@math.univ-toulouse.fr (Confirmed)
Personal Links
Career & Education History
Full Professor
Institut de Mathématiques de Toulouse, Université de Toulouse (univ-tlse3.fr)
2011 – Present
Advisors, Relations & Conflicts
PhD Advisor
Mimoun Mohamed
2022 – 2025
Expertise
deep learning
, quantized weights
, straight-through-estimator
2019 – Present
implicit regularization in deep learning
2019 – Present
theory of deep learning
, weight identifiability
, geometry of neural networks
2015 – Present
sparse recovery
, non-linear approximation
2005 – Present
deep learning
, orthogonality
, Lipschitz layers
2019 – 2024
Publications
Co-Authors
- Adrien Gauffriau
- Aleksandra Pizurica
- Alhussein Fawzi
- Angélique Drémeau
- Ann Dooms
- Antoine Liutkus
- Armand Foucault
- Bamdev Mishra
- Bert Geelen
- Bruno Cornelis
- C. De Mol
- C. Mory
- Cagdas Bilen
- Caroline Chaux
- Charles Soussen
- Christophe De Vleeschouwer
- Colas Schretter
- Cédric Herzet
- Cédric Richard
- David B. Dunson
- David Martina
- Dejan Vukobratovic
- Dominique Hamoir
- El Mehdi Achour
- Emmanuelle Thouin