QUOC-TUNG LE
16
Documents
Publications
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Bilevel gradient methods and Morse parametric qualification2025
Preprints, Working Papers, ...
hal-04942322v1
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Geometric and computational hardness of bilevel programming2025
Preprints, Working Papers, ...
hal-04649435v2
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Butterfly factorization with error guarantees2024
Preprints, Working Papers, ...
hal-04763712v1
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Fast inference with Kronecker-sparse matrices2024
Preprints, Working Papers, ...
hal-04584450v4
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Does a sparse ReLU network training problem always admit an optimum?NeurIPS 2023 - Thirty-seventh Conference on Neural Information Processing Systems, Dec 2023, New Orleans (Lousiane), United States
Conference papers
hal-04108849v2
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Can sparsity improve the privacy of neural networks?GRETSI 2023 - XXIXème Colloque Francophone de Traitement du Signal et des Images, Aug 2023, Grenoble, France
Conference papers
hal-04062317v3
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Fast learning of fast transforms, with guaranteesICASSP 2022 - IEEE International Conference on Acoustics, Speech and Signal Processing, May 2022, Singapore, Singapore. ⟨10.1109/ICASSP43922.2022.9747791⟩
Conference papers
hal-03438881v2
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Structured Support Exploration For Multilayer Sparse Matrix FactorizationICASSP 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
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Multilayer Sparse Matrix FactorizationComputer Science [cs]. 2020
Master thesis
hal-03130680v1
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Spurious Valleys, NP-hardness, and Tractability of Sparse Matrix Factorization With Fixed SupportSIAM Journal on Matrix Analysis and Applications, 2023, 44 (2), pp.503-529. ⟨10.1137/22M1496657⟩
Journal articles
hal-03364668v5
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Algorithmic and theoretical aspects of sparse deep neural networksNeural and Evolutionary Computing [cs.NE]. Ecole normale supérieure de lyon - ENS LYON, 2023. English. ⟨NNT : 2023ENSL0105⟩
Theses
tel-04329531v2
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