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20152026
most citedNeural Tangent Kernel: Convergence and Generalization in Neural Networks

1.3k citations · 1.7k across the 21 of their papers we have counts for

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math.PR2022★ 2 cited

Freeness of type and conditional freeness for random matrices

Guillaume Cébron, Antoine Dahlqvist, Franck Gabriel

The asymptotic freeness of independent unitarily invariant random matrices holds in expectation up to . An already known consequence is the infinitesimal fre…

math.PR2019★ 50 cited

Geometric stochastic heat equations

Yvain Bruned, Franck Gabriel, Martin Hairer +1

We consider a natural class of -valued one-dimensional stochastic PDEs driven by space-time white noise that is formally invariant under the action of the diffeomorph…

math.PR2018★ 7 cited

Large permutation invariant random matrices are asymptotically free over the diagonal

Benson Au, Guillaume Cébron, Antoine Dahlqvist +2

We prove that independent families of permutation invariant random matrices are asymptotically free over the diagonal, both in probability and in expectation, under a uniform bound…

math.PR2015★ 8 cited

A combinatorial theory of random matrices III: random walks on , ramified coverings and the Yang-Mills measure

Franck Gabriel

The aim of this article is to study some asymptotics of a natural model of random ramified coverings on the disk of degree . We prove that the monodromy field, called also the h…

math.PR2015★ 10 cited

Combinatorial theory of permutation-invariant random matrices II: cumulants, freeness and Levy processes

Franck Gabriel

The -tracial algebras are algebras endowed with multi-linear forms, compatible with the product, and indexed by partitions. Using the notion of -cumulants…