Volodimir Mitarchuk

According to our database, Volodimir Mitarchuk authored at least 3 papers between 2024 and 2025.

Collaborative distances:

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

2025

Saturation in Recurrent Neural Networks: Expressivity, Learnability, and Generalization. (Saturation dans les Réseaux de Neurones Récurrents: Expressivité, Apprenabilité et Généralisation).

Volodimir Mitarchuk

PhD thesis, 2025

2024

On the theoretical limit of gradient descent for Simple Recurrent Neural Networks with finite precision.

Volodimir Mitarchuk, Rémi Emonet, Rémi Eyraud, Amaury Habrard

Trans. Mach. Learn. Res., 2024

Length independent PAC-Bayes bounds for Simple RNNs.

Volodimir Mitarchuk, Clara Lacroce, Rémi Eyraud, Rémi Emonet, Amaury Habrard, Guillaume Rabusseau

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024