,
The spectrum of kernel random matrices, The Annals of Statistics, vol.38, issue.1, pp.1-50, 2010. ,
A large dimensional analysis of least squares support vector machines, 2017. ,
URL : https://hal.archives-ouvertes.fr/hal-02048984
A random matrix analysis and improvement of semi-supervised learning for large dimensional data, 2017. ,
Kernel spectral clustering of large dimensional data, Electronic Journal of Statistics, vol.10, issue.1, pp.1393-1454, 2016. ,
DOI : 10.1214/16-EJS1144
URL : https://hal.archives-ouvertes.fr/hal-01215343
Improved spectral community detection in large heterogeneous networks, Journal of Machine Learning Research, 2017. ,
Random matrix improved subspace clustering, 2016 50th Asilomar Conference on Signals, Systems and Computers, pp.90-94, 2016. ,
DOI : 10.1109/ACSSC.2016.7869000
URL : https://hal.archives-ouvertes.fr/hal-01633444
A random matrix approach to neural networks, " arXiv preprint, 2017. ,
The mnist database of handwritten digits, 1998. ,
Indications of nonlinear deterministic and finite-dimensional structures in time series of brain electrical activity: Dependence on recording region and brain state, Physical Review E, vol.64, issue.6, p.61907, 2001. ,
Distribution of eigenvalues for some sets of random matrices, Matematicheskii Sbornik, pp.507-536, 1967. ,
Characteristic vectors of bordered matrices with infinite dimensions i, The Collected Works of Eugene Paul Wigner, pp.524-540, 1993. ,
The singular values and vectors of low rank perturbations of large rectangular random matrices, Journal of Multivariate Analysis, vol.111, pp.120-135, 2012. ,
DOI : 10.1016/j.jmva.2012.04.019
URL : https://hal.archives-ouvertes.fr/hal-00575203