François Malgouyres
6 papers · 2022–2025 · 4 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓
🌍
Conference Polyglot · Bronze
🗺️
Taxonomy Completionist
(10)
🐣
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Keywords
learning theory
(2)
matrix factorization
(1)
deep learning
(1)
loss landscape
(1)
neural network theory
(1)
sparsity
(1)
support recovery
(1)
restricted isometry property
(1)
fat-shattering dimension
(1)
matrix rank
(1)
recurrent neural network
(1)
relu activation
(1)
gradient flow
(1)
approximation theory
(1)
linear neural network
(1)
binary weight
(1)
straight-through estimator
(1)
manifold geometry
(1)
orthogonality regularization
(1)
saddle point
(1)
Papers
HADAMRNN: BINARY AND SPARSE TERNARY ORTHOGONAL RNNS
ICLR 2025
Straight-Through Meets Sparse Recovery: the Support Exploration Algorithm
ICML 2024
The Loss Landscape of Deep Linear Neural Networks: a Second-order Analysis
JMLR 2024
A general approximation lower bound in L^p norm, with applications to feed-forward neural networks
NeurIPS 2022
Existence, Stability and Scalability of Orthogonal Convolutional Neural Networks
JMLR 2022
Local Identifiability of Deep ReLU Neural Networks: the Theory
NeurIPS 2022