Nicolas Béreux

According to our database, Nicolas Béreux authored at least 5 papers between 2022 and 2025.

Collaborative distances:

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

2025

Fast training and sampling of Restricted Boltzmann Machines.

Nicolas Béreux, Aurélien Decelle, Cyril Furtlehner, Lorenzo Rosset, Beatriz Seoane

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

Fast, accurate training and sampling of Restricted Boltzmann Machines.

Nicolas Béreux, Aurélien Decelle, Cyril Furtlehner, Lorenzo Rosset, Beatriz Seoane

CoRR, 2024

Causal Analysis for Robust Interpretability of Neural Networks.

Ola Ahmad, Nicolas Béreux, Loïc Baret, Vahid Hashemi, Freddy Lécué

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

2023

Causal Analysis for Robust Interpretability of Neural Networks.

Ola Ahmad, Nicolas Béreux, Vahid Hashemi, Freddy Lécué

CoRR, 2023

2022

Learning a Restricted Boltzmann Machine using biased Monte Carlo sampling.

Nicolas Béreux, Aurélien Decelle, Cyril Furtlehner, Beatriz Seoane

CoRR, 2022