598 citations · 1.6k across the 66 of their papers we have counts for
Showing 2015 · math.STShow all
2 papers · 2 filters
math.ST2015
Kernel spectral clustering of large dimensional data
Romain Couillet, Florent Benaych-Georges
This article proposes a first analysis of kernel spectral clustering methods in the regime where the dimension of the data vectors to be clustered and their number grow lar…
math.ST2015★ 19 cited
Large Dimensional Analysis of Robust M-Estimators of Covariance with Outliers
David Morales-Jimenez, Romain Couillet, Matthew R. McKay
A large dimensional characterization of robust M-estimators of covariance (or scatter) is provided under the assumption that the dataset comprises independent (essentially Gaussian…