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