François Malgouyres
6 papers · 2022–2025 · 4 conferences · across top CS/AI conferences
Achievements
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🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🌍
Conference Polyglot
(4)
🐝
Cross-Pollinator
(10)
Conferences
JMLR (2)
NIPS (2)
ICLR (1)
ICML (1)
Top co-authors
Keywords
learning theory
(2)
matrix factorization
(1)
deep learning
(1)
loss landscape
(1)
neural network theory
(1)
fat-shattering dimension
(1)
matrix rank
(1)
relu activation
(1)
gradient flow
(1)
approximation theory
(1)
linear neural network
(1)
manifold geometry
(1)
orthogonality regularization
(1)
saddle point
(1)
parameter identification
(1)
critical point
(1)
second-order analysis
(1)
local identifiability
(1)
feedforward neural network
(1)
neural network
(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
NIPS 2022
Local Identifiability of Deep ReLU Neural Networks: the Theory
NIPS 2022
Existence, Stability and Scalability of Orthogonal Convolutional Neural Networks
JMLR 2022