Quoc-Tung Le

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 13

Top Topics

Bilevel Programming

Matrix Factorization

Sparse Non Negative

Top Venues

SIAM J. Matrix Anal. Appl.

Publications

Antoine Gonon, Léon Zheng, Pascal Carrivain, Quoc-Tung Le
Make Inference Faster: Efficient GPU Memory Management for Butterfly Sparse Matrix Multiplication. CoRR (2024)
Jérôme Bolte, Quoc-Tung Le, Edouard Pauwels, Samuel Vaiter
Geometric and computational hardness of bilevel programming. CoRR (2024)
Antoine Gonon, Léon Zheng, Clément Lalanne, Quoc-Tung Le, Guillaume Lauga, Can Pouliquen
Sparsity in neural networks can improve their privacy. CoRR (2023)
Quoc-Tung Le, Elisa Riccietti, Rémi Gribonval
Spurious Valleys, NP-Hardness, and Tractability of Sparse Matrix Factorization with Fixed Support. SIAM J. Matrix Anal. Appl. 44 (2) (2023)
Quoc-Tung Le, Elisa Riccietti, Rémi Gribonval
Does a sparse ReLU network training problem always admit an optimum? CoRR (2023)
Ryan Hildebrant, Quoc-Tung Le, Duy-Hoang Ta, Hoa T. Vu
Towards Better Bounds for Finding Quasi-Identifiers. PODS (2023)
Antoine Gonon, Léon Zheng, Clément Lalanne, Quoc-Tung Le, Guillaume Lauga, Can Pouliquen
Sparsity in neural networks can increase their privacy. CoRR (2023)
Quoc-Tung Le, Rémi Gribonval, Elisa Riccietti
Does a sparse ReLU network training problem always admit an optimum ? NeurIPS (2023)
Quoc-Tung Le, Hoang Ta
Asymptotic nonnegative rank of matrices. CoRR (2023)
Quoc-Tung Le, Léon Zheng, Elisa Riccietti, Rémi Gribonval
Fast Learning of Fast Transforms, with Guarantees. ICASSP (2022)
Ryan Hildebrant, Quoc-Tung Le, Duy-Hoang Ta, Hoa T. Vu
Towards Better Bounds for Finding Quasi-Identifiers. CoRR (2022)
Quoc-Tung Le, Rémi Gribonval
Structured Support Exploration for Multilayer Sparse Matrix Factorization. ICASSP (2021)
Quoc-Tung Le, Elisa Riccietti, Rémi Gribonval
Spurious Valleys, Spurious Minima and NP-hardness of Sparse Matrix Factorization With Fixed Support. CoRR (2021)