Pierre Marion

According to our database, Pierre Marion authored at least 10 papers between 2020 and 2024.

Collaborative distances:

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

2024

Deep linear networks for regression are implicitly regularized towards flat minima.

Pierre Marion, Lénaïc Chizat

CoRR, 2024

Implicit Diffusion: Efficient Optimization through Stochastic Sampling.

Pierre Marion, Anna Korba, Peter Bartlett, Mathieu Blondel, Valentin De Bortoli, Arnaud Doucet, Felipe Llinares-López, Courtney Paquette, Quentin Berthet

CoRR, 2024

2023

Implicit regularization of deep residual networks towards neural ODEs.

Pierre Marion, Yu-Han Wu, Michael E. Sander, Gérard Biau

CoRR, 2023

Leveraging the two-timescale regime to demonstrate convergence of neural networks.

Pierre Marion, Raphaël Berthier

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Generalization bounds for neural ordinary differential equations and deep residual networks.

Pierre Marion

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022

Scaling ResNets in the Large-depth Regime.

Pierre Marion, Adeline Fermanian, Gérard Biau, Jean-Philippe Vert

CoRR, 2022

2021

Framing RNN as a kernel method: A neural ODE approach.

Adeline Fermanian, Pierre Marion, Jean-Philippe Vert, Gérard Biau

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Structured Context and High-Coverage Grammar for Conversational Question Answering over Knowledge Graphs.

Pierre Marion, Pawel Krzysztof Nowak, Francesco Piccinno

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

2020

An algorithm to compute the t-value of a digital net and of its projections.

Pierre Marion, Maxime Godin, Pierre L'Ecuyer

J. Comput. Appl. Math., 2020

A Tool for Custom Construction of QMC and RQMC Point Sets.

Pierre L'Ecuyer, Pierre Marion, Maxime Godin, Florian Puchhammer

Proceedings of the Monte Carlo and Quasi-Monte Carlo Methods, 2020