QUOC-TUNG LE

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Documents

Publications

Publications

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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-04584450v5
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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-05082382v1
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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-05082323v1
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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-04108849v2
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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-04062317v3
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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-03438881v2
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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-03132013v1

Code for reproducible research - "Butterfly factorization with error guarantees

Quoc-Tung Le , Léon Zheng , Rémi Gribonval , Elisa Riccietti Logiciel hal-04720713v1
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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-04233925v2
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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-03667186v2
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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-03552956v1
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Code for the paper "Structured Support Exploration For Multilayer Sparse Matrix Factorization

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

Quoc-Tung Le

Computer Science [cs]. 2020

Mémoire d'étudiant hal-03130680v1