Pierre Marion

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 17

Top Topics

Question Answering

Ordinary Differential Equations

Top Venues

J. Comput. Appl. Math.

Publications

Pierre Marion, Yu-Han Wu, Michael Eli Sander, Gérard Biau
Implicit regularization of deep residual networks towards neural ODEs. ICLR (2024)
Pierre Marion, Anna Korba, Peter Bartlett, Mathieu Blondel, Valentin De Bortoli, Arnaud Doucet, Felipe Llinares-López, Courtney Paquette, Quentin Berthet
Implicit Diffusion: Efficient Optimization through Stochastic Sampling. CoRR (2024)
Pierre Marion, Lénaïc Chizat
Deep linear networks for regression are implicitly regularized towards flat minima. CoRR (2024)
Pierre Marion, Raphaël Berthier
Leveraging the two timescale regime to demonstrate convergence of neural networks. CoRR (2023)
Pierre Marion
Generalization bounds for neural ordinary differential equations and deep residual networks. CoRR (2023)
Pierre Marion
Generalization bounds for neural ordinary differential equations and deep residual networks. NeurIPS (2023)
Pierre Marion, Yu-Han Wu, Michael E. Sander, Gérard Biau
Implicit regularization of deep residual networks towards neural ODEs. CoRR (2023)
Pierre Marion, Raphaël Berthier
Leveraging the two-timescale regime to demonstrate convergence of neural networks. NeurIPS (2023)
Pierre Marion, Adeline Fermanian, Gérard Biau, Jean-Philippe Vert
Scaling ResNets in the Large-depth Regime. CoRR (2022)
Pierre Marion, Pawel Krzysztof Nowak, Francesco Piccinno
Structured Context and High-Coverage Grammar for Conversational Question Answering over Knowledge Graphs. CoRR (2021)
Adeline Fermanian, Pierre Marion, Jean-Philippe Vert, Gérard Biau
Framing RNN as a kernel method: A neural ODE approach. NeurIPS (2021)
Adeline Fermanian, Pierre Marion, Jean-Philippe Vert, Gérard Biau
Framing RNN as a kernel method: A neural ODE approach. CoRR (2021)
Pierre Marion, Pawel Krzysztof Nowak, Francesco Piccinno
Structured Context and High-Coverage Grammar for Conversational Question Answering over Knowledge Graphs. EMNLP (1) (2021)
Pierre Marion, Maxime Godin, Pierre L'Ecuyer
An algorithm to compute the t-value of a digital net and of its projections. J. Comput. Appl. Math. 371 (2020)
Pierre L'Ecuyer, Pierre Marion, Maxime Godin, Florian Puchhammer
A Tool for Custom Construction of QMC and RQMC Point Sets. MCQMC (2020)
Pierre L'Ecuyer, Pierre Marion, Maxime Godin, Florian Puchhammer
A Tool for Custom Construction of QMC and RQMC Point Sets. CoRR (2020)
Pierre Marion, Maxime Godin, Pierre L'Ecuyer
An algorithm to compute the t-value of a digital net and of its projections. CoRR (2019)