QUOC-TUNG LE
Publications
Publications
|
|
Bilevel gradient methods and the Morse parametric qualification conditionMathematics of Operations Research, In press, 31 p |
|
|
Butterfly factorization with error guaranteesSIAM Journal on Matrix Analysis and Applications, 2025, 46 (4), ⟨10.1137/24M1708796⟩ |
|
|
Rapture of the deep: highs and lows of sparsity in a world of depthsIEEE Signal Processing Magazine, 2025, 22 p |
|
|
Geometric and computational hardness of bilevel programmingMathematical Programming, Series A, In press, 32 p |
|
|
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⟩ |
|
|
Convergence of optimizers implies eigenvalues filtering at equilibrium2025 |
|
|
Fast Inference with Kronecker-Sparse MatricesInternational Conference on Machine Learning, Jul 2025, Vancouver (BC), Canada |
|
|
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⟩ |
|
|
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 |
|
|
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 |
|
|
Can sparsity improve the privacy of neural networks?GRETSI 2023 - XXIXème Colloque Francophone de Traitement du Signal et des Images, Aug 2023, Grenoble, France |
|
|
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⟩ |
|
|
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⟩ |
|
|
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⟩ |
|
|
Multilayer Sparse Matrix FactorizationComputer Science [cs]. 2020 |