
QUOC-TUNG LE
19
Documents
Publications
Publications
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Geometric and computational hardness of bilevel programmingMathematical Programming, Series A, In press, 32 p
Article dans une revue
hal-04649435
v2
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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⟩
Article dans une revue
hal-03364668
v5
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Rapture of the deep: highs and lows of sparsity in a world of depths2025
Pré-publication, Document de travail
hal-04954574
v3
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Bilevel gradient methods and Morse parametric qualification2025
Pré-publication, Document de travail
hal-04942322
v1
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Butterfly factorization with error guarantees2024
Pré-publication, Document de travail
hal-04763712
v2
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Fast Inference with Kronecker-Sparse MatricesInternational 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 Theory2024 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 *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?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?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 guaranteesICASSP 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 FactorizationICASSP 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
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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⟩
Thèse
tel-04329531
v2
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Multilayer Sparse Matrix FactorizationComputer Science [cs]. 2020
Mémoire d'étudiant
hal-03130680
v1
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