Antoine Gonon

According to our database, Antoine Gonon authored at least 7 papers between 2019 and 2024.

Collaborative distances:

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

2024

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

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

CoRR, 2024

Path-metrics, pruning, and generalization.

Antoine Gonon, Nicolas Brisebarre, Elisa Riccietti, Rémi Gribonval

CoRR, 2024

A path-norm toolkit for modern networks: consequences, promises and challenges.

Antoine Gonon, Nicolas Brisebarre, Elisa Riccietti, Rémi Gribonval

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

Approximation Speed of Quantized Versus Unquantized ReLU Neural Networks and Beyond.

Antoine Gonon, Nicolas Brisebarre, Rémi Gribonval, Elisa Riccietti

IEEE Trans. Inf. Theory, June, 2023

Sparsity in neural networks can increase their privacy.

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

CoRR, 2023

2022

Approximation speed of quantized vs. unquantized ReLU neural networks and beyond.

Antoine Gonon, Nicolas Brisebarre, Rémi Gribonval, Elisa Riccietti

CoRR, 2022

2019

Compressive Learning for Semi-Parametric Models.

Michael P. Sheehan, Antoine Gonon, Mike E. Davies

CoRR, 2019