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20232025
most citedWeighted Spectral Filters for Kernel Interpolation on Spheres: Estimates of Prediction Accuracy for Noisy Data

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stat.ME2025

Integral-Operator-Based Spectral Algorithms for Goodness-of-Fit Tests

Shiwei Sang, Shao-Bo Lin, Xuehu Zhu

The widespread adoption of the \emph{maximum mean discrepancy} (MMD) in goodness-of-fit testing has spurred extensive research on its statistical performance. However, recent studi…

cs.LG2025

Feature Qualification by Deep Nets: A Constructive Approach

Feilong Cao, Shao-Bo Lin

The great success of deep learning has stimulated avid research activities in verifying the power of depth in theory, a common consensus of which is that deep net are versatile in…