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20232025
most citedPermutation Recovery on Manifold Data via Spectral Seriation

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math.ST2023

Uniform error bound for PCA matrix denoising

Xin T. Tong, Wanjie Wang, Yuguan Wang

Principal component analysis (PCA) is a simple and popular tool for processing high-dimensional data. We investigate its effectiveness for matrix denoising. We consider the clean d…