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2020 – today
- 2024
[c6]Pierre Marion, Yu-Han Wu, Michael Eli Sander, Gérard Biau:
Implicit regularization of deep residual networks towards neural ODEs. ICLR 2024- [i10]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 abs/2402.05468 (2024) - [i9]Pierre Marion, Lénaïc Chizat:
Deep linear networks for regression are implicitly regularized towards flat minima. CoRR abs/2405.13456 (2024) - 2023
- [c5]Pierre Marion:
Generalization bounds for neural ordinary differential equations and deep residual networks. NeurIPS 2023 - [c4]Pierre Marion, Raphaël Berthier:
Leveraging the two-timescale regime to demonstrate convergence of neural networks. NeurIPS 2023 - [i8]Pierre Marion, Raphaël Berthier:
Leveraging the two timescale regime to demonstrate convergence of neural networks. CoRR abs/2304.09576 (2023) - [i7]Pierre Marion:
Generalization bounds for neural ordinary differential equations and deep residual networks. CoRR abs/2305.06648 (2023) - [i6]Pierre Marion, Yu-Han Wu, Michael E. Sander, Gérard Biau:
Implicit regularization of deep residual networks towards neural ODEs. CoRR abs/2309.01213 (2023) - 2022
- [i5]Pierre Marion, Adeline Fermanian, Gérard Biau, Jean-Philippe Vert:
Scaling ResNets in the Large-depth Regime. CoRR abs/2206.06929 (2022) - 2021
- [c3]Pierre Marion, Pawel Krzysztof Nowak, Francesco Piccinno:
Structured Context and High-Coverage Grammar for Conversational Question Answering over Knowledge Graphs. EMNLP (1) 2021: 8813-8829 - [c2]Adeline Fermanian, Pierre Marion, Jean-Philippe Vert, Gérard Biau:
Framing RNN as a kernel method: A neural ODE approach. NeurIPS 2021: 3121-3134 - [i4]Adeline Fermanian, Pierre Marion, Jean-Philippe Vert, Gérard Biau:
Framing RNN as a kernel method: A neural ODE approach. CoRR abs/2106.01202 (2021) - [i3]Pierre Marion, Pawel Krzysztof Nowak, Francesco Piccinno:
Structured Context and High-Coverage Grammar for Conversational Question Answering over Knowledge Graphs. CoRR abs/2109.00269 (2021) - 2020
- [j1]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: 112669 (2020) - [c1]Pierre L'Ecuyer, Pierre Marion, Maxime Godin, Florian Puchhammer:
A Tool for Custom Construction of QMC and RQMC Point Sets. MCQMC 2020: 51-70 - [i2]Pierre L'Ecuyer, Pierre Marion, Maxime Godin, Florian Puchhammer:
A Tool for Custom Construction of QMC and RQMC Point Sets. CoRR abs/2012.10263 (2020)
2010 – 2019
- 2019
- [i1]Pierre Marion, Maxime Godin, Pierre L'Ecuyer:
An algorithm to compute the t-value of a digital net and of its projections. CoRR abs/1910.02277 (2019)
Coauthor Index
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