Antoine Gonon

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 9

Top Topics

Pruning Algorithms

Matrix Multiplication

Technical Challenges

Top Venues

IEEE Trans. Inf. Theory

Publications

Antoine Gonon, Léon Zheng, Pascal Carrivain, Quoc-Tung Le
Make Inference Faster: Efficient GPU Memory Management for Butterfly Sparse Matrix Multiplication. CoRR (2024)
Antoine Gonon, Nicolas Brisebarre, Elisa Riccietti, Rémi Gribonval
A path-norm toolkit for modern networks: consequences, promises and challenges. ICLR (2024)
Antoine Gonon, Nicolas Brisebarre, Elisa Riccietti, Rémi Gribonval
Path-metrics, pruning, and generalization. CoRR (2024)
Antoine Gonon, Nicolas Brisebarre, Elisa Riccietti, Rémi Gribonval
A path-norm toolkit for modern networks: consequences, promises and challenges. CoRR (2023)
Antoine Gonon, Léon Zheng, Clément Lalanne, Quoc-Tung Le, Guillaume Lauga, Can Pouliquen
Sparsity in neural networks can improve their privacy. CoRR (2023)
Antoine Gonon, Nicolas Brisebarre, Rémi Gribonval, Elisa Riccietti
Approximation Speed of Quantized Versus Unquantized ReLU Neural Networks and Beyond. IEEE Trans. Inf. Theory 69 (6) (2023)
Antoine Gonon, Léon Zheng, Clément Lalanne, Quoc-Tung Le, Guillaume Lauga, Can Pouliquen
Sparsity in neural networks can increase their privacy. CoRR (2023)
Antoine Gonon, Nicolas Brisebarre, Rémi Gribonval, Elisa Riccietti
Approximation speed of quantized vs. unquantized ReLU neural networks and beyond. CoRR (2022)
Michael P. Sheehan, Antoine Gonon, Mike E. Davies
Compressive Learning for Semi-Parametric Models. CoRR (2019)