Arnaud Descours

According to our database, Arnaud Descours authored at least 4 papers between 2023 and 2024.

Collaborative distances:

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

2024

Law of Large Numbers and Central Limit Theorem for Wide Two-layer Neural Networks: The Mini-Batch and Noisy Case.

Arnaud Descours, Arnaud Guillin, Manon Michel, Boris Nectoux

J. Mach. Learn. Res., 2024

Central Limit Theorem for Bayesian Neural Network trained with Variational Inference.

Arnaud Descours, Tom Huix, Arnaud Guillin, Manon Michel, Éric Moulines, Boris Nectoux

CoRR, 2024

2023

Towards a mathematical understanding of deep neural network using a mean field analysis. (Vers une compréhension mathématiques des réseaux neuronaux profonds par une analyse champ moyen).

Arnaud Descours

PhD thesis, 2023

Law of Large Numbers for Bayesian two-layer Neural Network trained with Variational Inference.

Arnaud Descours, Tom Huix, Arnaud Guillin, Manon Michel, Éric Moulines, Boris Nectoux

Proceedings of the Thirty Sixth Annual Conference on Learning Theory, 2023