Léon Zheng

According to our database, Léon Zheng authored at least 9 papers between 2021 and 2024.

Collaborative distances:

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

2024

Data frugality and computational efficiency in deep learning. (Frugalité en données et efficacité computationnelle dans l'apprentissage profond).

Léon Zheng

PhD thesis, 2024

Make Inference Faster: Efficient GPU Memory Management for Butterfly Sparse Matrix Multiplication.

Antoine Gonon, Léon Zheng, Pascal Carrivain, Quoc-Tung Le

CoRR, 2024

2023

Efficient Identification of Butterfly Sparse Matrix Factorizations.

Léon Zheng, Elisa Riccietti, Rémi Gribonval

SIAM J. Math. Data Sci., March, 2023

Butterfly factorization by algorithmic identification of rank-one blocks.

Léon Zheng, Gilles Puy, Elisa Riccietti, Patrick Pérez, Rémi Gribonval

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

Self-supervised learning with rotation-invariant kernels.

Léon Zheng, Gilles Puy, Elisa Riccietti, Patrick Pérez, Rémi Gribonval

Proceedings of the Eleventh International Conference on Learning Representations, 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

Identifiability in Exact Two-Layer Sparse Matrix Factorization.

Léon Zheng, Rémi Gribonval, Elisa Riccietti

CoRR, 2021

Identifiability in Exact Multilayer Sparse Matrix Factorization.

Léon Zheng, Rémi Gribonval, Elisa Riccietti

CoRR, 2021