598 citations · 1.6k across the 66 of their papers we have counts for
Showing 2019 · stat.MLShow all
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stat.ML2019★ 2 cited
Inner-product Kernels are Asymptotically Equivalent to Binary Discrete Kernels
Zhenyu Liao, Romain Couillet
This article investigates the eigenspectrum of the inner product-type kernel matrix under a bina…
stat.ML2019
Random Matrix-Improved Estimation of the Wasserstein Distance between two Centered Gaussian Distributions
Malik Tiomoko, Romain Couillet
This article proposes a method to consistently estimate functionals of the eigenvalues of the product of two covariance matrices $C_1,C_2\in\mat…
stat.ML2019★ 4 cited
Random Matrix Improved Covariance Estimation for a Large Class of Metrics
Malik Tiomoko, Florent Bouchard, Guillaume Ginholac +1
Relying on recent advances in statistical estimation of covariance distances based on random matrix theory, this article proposes an improved covariance and precision matrix estima…