39 citations · 124 across the 17 of their papers we have counts for
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math.PR2017
A Random Matrix Approach to Neural Networks
Cosme Louart, Zhenyu Liao, Romain Couillet
This article studies the Gram random matrix model , , classically found in the analysis of random feature maps and random neural networks, where $X=[x…
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…