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Pierre Marion

Structured Context and High-Coverage Grammar for Conversational Question Answering over Knowledge Graphs
2021 · Pierre Marion, Pawel Nowak, et al. · Conference on Empirical Methods in Natural Language Processing (EMNLP) · 23
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Generalization bounds for neural ordinary differential equations and deep residual networks
2023 · Pierre Marion · neural information processing systems · 22
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A Tool for Custom Construction of QMC and RQMC Point Sets
2022 · Pierre L’Ecuyer, Pierre Marion, et al. · Springer proceedings in mathematics & statistics · 16
Framing RNN as a kernel method: A neural ODE approach
2021 · Fermanian, Adeline, Marion, Pierre, et al. · arXiv (Cornell University) · 11
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Deep linear networks for regression are implicitly regularized towards flat minima
2024 · Pierre Marion, Lénaïc Chizat · neural information processing systems · 8
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Leveraging the two-timescale regime to demonstrate convergence of neural networks
2023 · Pierre Marion, Raphaël Berthier · neural information processing systems · 6
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A Tool for Custom Construction of QMC and RQMC Point Sets
2020 · L'Ecuyer, Pierre, Marion, Pierre, et al. · arXiv (Cornell University) · 5
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An algorithm to compute the t -value of a digital net and of its projections
2019 · Pierre Marion, Maxime Godin, et al. · Journal of Computational and Applied Mathematics · 5
Phase Diagram of Dropout for Two-Layer Neural Networks in the Mean-Field Regime
2025 · Chizat, Lénaïc, Marion, Pierre, et al. · arXiv (Cornell University) · 1
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Qu’est-ce qu’un « bon » médecin généraliste ? Étude qualitative par entretiens semi dirigés auprès de médecins des Alpes du nord
2025 · Marion, Pierre, Rault, Florian · HAL
Mathematics of deep learning : generalization, optimization, continuous-time models
2023 · Pierre Marion · theses.fr (ABES)
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Comment compter nos morts du Covid ?
2020 · Pierre Marion · The Conversation
Works count: 12
Citation count: 97
H-index: 6
I10-index: 4
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