Covariance discriminative power of kernel clustering methods

Kernel spectral clustering of large dimensional data

(2016) Romain Couillet et al.   Electronic Journal of Statistics

On the Almost Sure Location of the Singular Values of Certain Gaussian Block-Hankel Large Random Matrices

(2015) Philippe Loubaton   JOURNAL OF THEORETICAL PROBABILITY

Distributions of eigenvalues of large Euclidean matrices generated from lp balls and spheres

(2015) Tiefeng Jiang   LINEAR ALGEBRA AND ITS APPLICATIONS

THE SPECTRUM OF RANDOM KERNEL MATRICES: UNIVERSALITY RESULTS FOR ROUGH AND VARYING KERNELS

(2013) YEN DO et al.   Random Matrices-Theory and Applications

THE SPECTRUM OF RANDOM INNER-PRODUCT KERNEL MATRICES

(2013) XIUYUAN CHENG et al.   Random Matrices-Theory and Applications

The singular values and vectors of low rank perturbations of large rectangular random matrices

(2012) Florent Benaych-Georges et al.   JOURNAL OF MULTIVARIATE ANALYSIS

On information plus noise kernel random matrices

(2010) Noureddine El Karoui   ANNALS OF STATISTICS

The largest eigenvalues of finite rank deformation of large Wigner matrices: Convergence and nonuniversality of the fluctuations

(2009) Mireille Capitaine et al.   ANNALS OF PROBABILITY

The spectrum of kernel random matrices

(2009) Noureddine El Karoui   ANNALS OF STATISTICS

Kernel methods in machine learning

(2008) Thomas Hofmann et al.   ANNALS OF STATISTICS