Access content directly

QUOC-TUNG LE

11
Documents

Publications

Image document

Algorithmic and theoretical aspects of sparse deep neural networks

Quoc-Tung Le
Neural and Evolutionary Computing [cs.NE]. Ecole normale supérieure de lyon - ENS LYON, 2023. English. ⟨NNT : 2023ENSL0105⟩
Theses tel-04329531v2
Image document

Can sparsity improve the privacy of neural networks?

Antoine Gonon , Léon Zheng , Clément Lalanne , Quoc-Tung Le , Guillaume Lauga
GRETSI 2023 - XXIXème Colloque Francophone de Traitement du Signal et des Images, Aug 2023, Grenoble, France
Conference papers hal-04062317v3
Image document

Does a sparse ReLU network training problem always admit an optimum?

Quoc-Tung Le , Elisa Riccietti , Rémi Gribonval
NeurIPS 2023 - Thirty-seventh Conference on Neural Information Processing Systems, Dec 2023, New Orleans (Lousiane), United States
Conference papers hal-04108849v2
Image document

Fast learning of fast transforms, with guarantees

Quoc-Tung Le , Léon Zheng , Elisa Riccietti , Rémi Gribonval
ICASSP 2022 - IEEE International Conference on Acoustics, Speech and Signal Processing, May 2022, Singapore, Singapore. ⟨10.1109/ICASSP43922.2022.9747791⟩
Conference papers hal-03438881v2
Image document

Structured Support Exploration For Multilayer Sparse Matrix Factorization

Quoc-Tung Le , Rémi Gribonval
ICASSP 2021 - IEEE International Conference on Acoustics, Speech and Signal Processing, Jun 2021, Toronto, Ontario, Canada. pp.1-5, ⟨10.1109/ICASSP39728.2021.9414238⟩
Conference papers hal-03132013v1
Image document

Code for reproducible research: Does a sparse ReLU network training problem always admit an optimum?

Quoc-Tung Le , Elisa Riccietti , Rémi Gribonval
Software hal-04233925v2
Image document

Code for the paper "Structured Support Exploration For Multilayer Sparse Matrix Factorization"

Quoc-Tung Le , Rémi Gribonval
Software hal-03572265v1
Image document

Code for reproducible research - "Spurious Valleys, NP-hardness, and Tractability of Sparse Matrix Factorization With Fixed Support"

Quoc-Tung Le , Elisa Riccietti , Rémi Gribonval
Software hal-03667186v2
Image document

Code for reproducible research - Fast learning of fast transforms, with guarantees

Léon Zheng , Quoc-Tung Le , Elisa Riccietti , Rémi Gribonval
Software hal-03552956v1