Neural tangent kernel: Convergence and generalization in neural networks A Jacot, F Gabriel, C Hongler arXiv preprint arXiv:1806.07572, 2018 | 737 | 2018 |

Scaling description of generalization with number of parameters in deep learning M Geiger, A Jacot, S Spigler, F Gabriel, L Sagun, S d’Ascoli, G Biroli, ... Journal of Statistical Mechanics: Theory and Experiment 2020 (2), 023401, 2020 | 78 | 2020 |

Geometric stochastic heat equations Y Bruned, F Gabriel, M Hairer, L Zambotti Journal of the American Mathematical Society, 2021 | 21 | 2021 |

Implicit regularization of random feature models A Jacot, B Simsek, F Spadaro, C Hongler, F Gabriel International Conference on Machine Learning, 4631-4640, 2020 | 21 | 2020 |

Combinatorial theory of permutation-invariant random matrices I: Partitions, geometry and renormalization F Gabriel arXiv preprint arXiv:1503.02792, 2015 | 14 | 2015 |

Freeze and Chaos for DNNs: an NTK view of Batch Normalization, Checkerboard and Boundary Effects. A Jacot, F Gabriel, C Hongler | 13 | 2019 |

The Makeenko–Migdal equation for Yang–Mills theory on compact surfaces BK Driver, F Gabriel, BC Hall, T Kemp Communications in Mathematical Physics 352 (3), 967-978, 2017 | 13 | 2017 |

The asymptotic spectrum of the hessian of dnn throughout training A Jacot, F Gabriel, C Hongler arXiv preprint arXiv:1910.02875, 2019 | 12 | 2019 |

The generalized master fields G Cébron, A Dahlqvist, F Gabriel Journal of Geometry and Physics 119, 34-53, 2017 | 12* | 2017 |

Combinatorial theory of permutation-invariant random matrices II: cumulants, freeness and Levy processes F Gabriel arXiv preprint arXiv:1507.02465, 2015 | 11 | 2015 |

Freeness over the diagonal for large random matrices B Au, G Cébron, A Dahlqvist, F Gabriel, C Male The Annals of Probability 49 (1), 157-179, 2021 | 9* | 2021 |

Kernel Alignment Risk Estimator: Risk Prediction from Training Data A Jacot, B Şimşek, F Spadaro, C Hongler, F Gabriel arXiv preprint arXiv:2006.09796, 2020 | 6 | 2020 |

Planar Markovian holonomy fields F Gabriel arXiv preprint arXiv:1501.05077, 2015 | 6* | 2015 |

Traffic-partition correspondence G Cébron, A Dahlqvist, F Gabriel, C Male Work in progress, 0 | 6 | |

Insider trading with penalties S Carré, P Collin-Dufresne, F Gabriel Swiss Finance Institute Research Paper, 2019 | 3 | 2019 |

A combinatorial theory of random matrices III: random walks on , ramified coverings and the Yang-Mills measure F Gabriel arXiv preprint arXiv:1510.01046, 2015 | 1 | 2015 |

Holonomy fields and random matrices: invariance by braids and permutations F Gabriel Université Pierre et Marie Curie-Paris VI, 2016 | | 2016 |

Semaine d'Etude Mathématiques et Entreprises 4: Planification optimale de production d'énergie sous contraintes technologiques P Bochard, S Carré, R Catellier, F Gabriel, V Letizia, T Tran | | 2012 |