activity
20042025
most citedThe largest eigenvalues of finite rank deformation of large Wigner matrices: convergence and nonuniversality of the fluctuations

203 citations · 246 across the 15 of their papers we have counts for

collaborators

16 papers

math.PR2025

Extension of a theorem of Wschebor to free and matrix Brownian motions

Catherine Donati-Martin, Alain Rouault

In 1992, M. Wschebor proved a theorem on the convergence of small increments of the Brownian motion. Since then, it has been extended to various processes. We prove a version of th…

math.PR2018

Non universality of fluctuations of outlier eigenvectors for block diagonal deformations of Wigner matrices

Mireille Capitaine, Catherine Donati-Martin

In this paper, we investigate the fluctuations of a unit eigenvector associated to an outlier in the spectrum of a spiked complex Deformed Wigner matrix : $M_N =W_…

math.PR2016★ 23 cited

Spectrum of deformed random matrices and free probability

M Capitaine, C Donati-Martin

The aim of this paper is to show how free probability theory sheds light on spectral properties of deformed matricial models and provides a unified understanding of various asympto…

math.PR2016

Convergence to Equilibrium in the Free Fokker-Planck Equation With a Double-Well Potential

Catherine Donati-Martin, Benjamin Groux, Mylene Maida

We consider the one-dimensional free Fokker-Planck equation ,…

math.PR2015

Large deviations for near-extreme eigenvalues in the beta-ensembles

Catherine Donati-Martin, Alain Rouault

For beta ensembles with convex poynomial potentials, we prove a large deviation principle for the empirical spectral distribution seen from the rightmost particle. This modified sp…

math.PR2013

Bridges and random truncations of random matrices

Vincent Beffara, Catherine Donati-Martin, Alain Rouault

We continue to study the squared Frobenius norm of a submatrix of a random unitary matrix. When the choice of the submatrix is deterministic and its size is $[ns] \tim…