QUOC-TUNG LE

19
Documents

Publications

Publications

Image document

Fast Inference with Kronecker-Sparse Matrices

Antoine Gonon , Léon Zheng , Pascal Carrivain , Quoc-Tung Le
International Conference on Machine Learning, Jul 2025, Vancouver (BC), Canada
Communication dans un congrès hal-04584450 v5
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On the Asymptotic Nonnegative Rank of Matrices and its Applications in Information Theory

Yeow Meng Chee , Quoc-Tung Le , Duy Hoang Ta
2024 IEEE International Symposium on Information Theory (ISIT 2024), Jul 2024, Athènes, Greece. pp.1955-1960, ⟨10.1109/ISIT57864.2024.10619320⟩
Communication dans un congrès hal-05082382 v1
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Towards Better Bounds for Finding Quasi-Identifiers *

Ryan Hildebrant , Quoc-Tung Le , Duy Hoang Ta , T. Hoa Vu
42nd ACM SIGMOD-SIGACT-SIGAI Symposium on Principles of Database Systems, Jun 2023, Seattle WA USA, United States
Communication dans un congrès hal-05082323 v1
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Can sparsity improve the privacy of neural networks?

Antoine Gonon , Léon Zheng , Clément Lalanne , Quoc-Tung Le , Guillaume Lauga et al.
GRETSI 2023 - XXIXème Colloque Francophone de Traitement du Signal et des Images, Aug 2023, Grenoble, France
Communication dans un congrès hal-04062317 v3
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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
Communication dans un congrès hal-04108849 v2
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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⟩
Communication dans un congrès hal-03438881 v2
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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⟩
Communication dans un congrès hal-03132013 v1

Code for reproducible research - "Butterfly factorization with error guarantees

Quoc-Tung Le , Léon Zheng , Rémi Gribonval , Elisa Riccietti
Logiciel hal-04720713 v1
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Code for reproducible research: Does a sparse ReLU network training problem always admit an optimum?

Quoc-Tung Le , Elisa Riccietti , Rémi Gribonval
Logiciel hal-04233925 v2
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Code for reproducible research - "Spurious Valleys, NP-hardness, and Tractability of Sparse Matrix Factorization With Fixed Support

Quoc-Tung Le , Elisa Riccietti , Rémi Gribonval
Logiciel hal-03667186 v2
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Code for reproducible research - Fast learning of fast transforms, with guarantees

Léon Zheng , Quoc-Tung Le , Elisa Riccietti , Rémi Gribonval
Logiciel hal-03552956 v1
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Code for the paper "Structured Support Exploration For Multilayer Sparse Matrix Factorization

Quoc-Tung Le , Rémi Gribonval
Logiciel hal-03572265 v1
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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⟩
Thèse tel-04329531 v2
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Multilayer Sparse Matrix Factorization

Quoc-Tung Le
Computer Science [cs]. 2020
Mémoire d'étudiant hal-03130680 v1