Scholar
Lucas Benigni
Google Scholar ID: DPW0JHkAAAAJ
Université de Montréal
Probability
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Citations
233
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Publications
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Eigenvalue distribution of the Neural Tangent Kernel in the quadratic scaling
2025
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Resume (English only)
Academic Achievements
Published numerous papers on spectral theory of random matrices, quantum unique ergodicity, eigenvalue distributions in neural network kernels, etc.
Notable works include: 'Convergence of local eigenvector processes of generalized Wigner matrices' (2025, with M. Rezaei)
'Eigenvalue distribution of the Neural Tangent Kernel in the quadratic scaling' (2025, with E. Paquette)
'Fluctuations of eigenvector overlaps and the Berry conjecture for Wigner matrices' (2024, Electron. J. Probab)
'Fluctuations in local quantum unique ergodicity for generalized Wigner matrices' (2022, Comm. Math. Phys)
'Optimal delocalization for generalized Wigner matrices' (2022, Adv. Math)
'Eigenvalue distribution of nonlinear models of random matrices' (2021, with S. Péché, Electron. J. Probab)
'Eigenvectors distribution and quantum unique ergodicity for deformed Wigner matrices' (2020, Ann. Inst. Henri Poincaré)
'Hausdorff dimension of the record set of a fractional Brownian motion' (2018, with C. Cosco et al., Electron. Commun. Probab)
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