Publications

Here is a list of my publications, you can also check my Google Scholar.

Preprints

• “Hamiltonian dynamics for sampling on discrete spaces”, R. B., S. Grazzi, G. Zanella (2026).

• “Training Infinitely Deep and Wide Transformers”, R. B., T. Furuya, M. V. de Hoop, G. Peyré (2026).

• “Ultra-fast feature learning for the training of two-layer neural networks in the two-timescale regime”, R. B., G. Peyré, F.-X. Vialard (2025).

Published

• “Understanding the training of infinitely deep and wide ResNets with Conditional Optimal Transport”, R. B., G. Peyré, F.-X. Vialard, Communications on Pure and Applied Mathematics (2025).

• “On global convergence of ResNets: From finite to infinite width using linear parameterization”, R. B., G. Peyré, F.-X. Vialard, Neural Information Processing Systems 35 (2022)