Quoc-Tung Le

According to our database, Quoc-Tung Le authored at least 10 papers between 2021 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Spurious Valleys, NP-Hardness, and Tractability of Sparse Matrix Factorization with Fixed Support.

Quoc-Tung Le, Elisa Riccietti, Rémi Gribonval

SIAM J. Matrix Anal. Appl., June, 2023

Algorithmic and theoretical aspects of sparse deep neural networks. (Aspects algorithmiques et th 'eoriques des r 'eseaux de neurones profonds parcimonieux).

Quoc-Tung Le

PhD thesis, 2023

Asymptotic nonnegative rank of matrices.

Quoc-Tung Le, Hoang Ta

CoRR, 2023

Sparsity in neural networks can improve their privacy.

Antoine Gonon, Léon Zheng, Clément Lalanne, Quoc-Tung Le, Guillaume Lauga, Can Pouliquen

CoRR, 2023

Sparsity in neural networks can increase their privacy.

Antoine Gonon, Léon Zheng, Clément Lalanne, Quoc-Tung Le, Guillaume Lauga, Can Pouliquen

CoRR, 2023

Towards Better Bounds for Finding Quasi-Identifiers.

Ryan Hildebrant, Quoc-Tung Le, Duy-Hoang Ta, Hoa T. Vu

Proceedings of the 42nd ACM SIGMOD-SIGACT-SIGAI Symposium on Principles of Database Systems, 2023

Does a sparse ReLU network training problem always admit an optimum ?

Quoc-Tung Le, Rémi Gribonval, Elisa Riccietti

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022

Fast Learning of Fast Transforms, with Guarantees.

Quoc-Tung Le, Léon Zheng, Elisa Riccietti, Rémi Gribonval

Proceedings of the IEEE International Conference on Acoustics, 2022

2021

Spurious Valleys, Spurious Minima and NP-hardness of Sparse Matrix Factorization With Fixed Support.

Quoc-Tung Le, Elisa Riccietti, Rémi Gribonval

CoRR, 2021

Structured Support Exploration for Multilayer Sparse Matrix Factorization.

Quoc-Tung Le, Rémi Gribonval

Proceedings of the IEEE International Conference on Acoustics, 2021