Franck Gabriel
Franck Gabriel
EPFL, Lausanne
Verified email at - Homepage
Cited by
Cited by
Neural tangent kernel: Convergence and generalization in neural networks
A Jacot, F Gabriel, C Hongler
arXiv preprint arXiv:1806.07572, 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
Geometric stochastic heat equations
Y Bruned, F Gabriel, M Hairer, L Zambotti
Journal of the American Mathematical Society, 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
Combinatorial theory of permutation-invariant random matrices I: Partitions, geometry and renormalization
F Gabriel
arXiv preprint arXiv:1503.02792, 2015
Freeze and Chaos for DNNs: an NTK view of Batch Normalization, Checkerboard and Boundary Effects.
A Jacot, F Gabriel, C Hongler
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
The asymptotic spectrum of the hessian of dnn throughout training
A Jacot, F Gabriel, C Hongler
arXiv preprint arXiv:1910.02875, 2019
The generalized master fields
G Cébron, A Dahlqvist, F Gabriel
Journal of Geometry and Physics 119, 34-53, 2017
Combinatorial theory of permutation-invariant random matrices II: cumulants, freeness and Levy processes
F Gabriel
arXiv preprint arXiv:1507.02465, 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
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
Planar Markovian holonomy fields
F Gabriel
arXiv preprint arXiv:1501.05077, 2015
Traffic-partition correspondence
G Cébron, A Dahlqvist, F Gabriel, C Male
Work in progress, 0
Insider trading with penalties
S Carré, P Collin-Dufresne, F Gabriel
Swiss Finance Institute Research Paper, 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
Holonomy fields and random matrices: invariance by braids and permutations
F Gabriel
Université Pierre et Marie Curie-Paris VI, 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
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Articles 1–18