M. Amine Bennouna

According to our database, M. Amine Bennouna authored at least 5 papers between 2020 and 2023.

Collaborative distances:

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

2023

Certified Robust Neural Networks: Generalization and Corruption Resistance.

M. Amine Bennouna, Ryan Lucas, Bart P. G. Van Parys

Proceedings of the International Conference on Machine Learning, 2023

2022

Holistic Robust Data-Driven Decisions.

M. Amine Bennouna, Bart P. G. Van Parys

CoRR, 2022

Shallow and Deep Networks are Near-Optimal Approximators of Korobov Functions.

Moïse Blanchard, Mohammed Amine Bennouna

Proceedings of the Tenth International Conference on Learning Representations, 2022

2021

Learning and Decision-Making with Data: Optimal Formulations and Phase Transitions.

M. Amine Bennouna, Bart P. G. Van Parys

CoRR, 2021

2020

The Representation Power of Neural Networks: Breaking the Curse of Dimensionality.

Moïse Blanchard, M. Amine Bennouna

CoRR, 2020