598 citations · 1.6k across the 66 of their papers we have counts for
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stat.ML2017★ 4 cited
A Large Dimensional Study of Regularized Discriminant Analysis Classifiers
Khalil Elkhalil, Abla Kammoun, Romain Couillet +2
This article carries out a large dimensional analysis of standard regularized discriminant analysis classifiers designed on the assumption that data arise from a Gaussian mixture m…
stat.ML2017★ 39 cited
A Large Dimensional Analysis of Least Squares Support Vector Machines
Zhenyu Liao, Romain Couillet
In this article, a large dimensional performance analysis of kernel least squares support vector machines (LS-SVMs) is provided under the assumption of a two-class Gaussian mixture…