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Author

H. Mhaskar

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#machine learning Preprint Sep 2026

Hierarchical Clustering and Signal Denoising on Digraphs

A representation of a digraph as a Hermitian matrix derived from its adjacency matrix that characterizes both the connectivity and the edge orientation of the digraph is proposed and the superiority of this algorithm for digraph clustering across diverse graph structural properties and supervision settings is demonstra...

Yi Wang, S. Kitimoon, H. Mhaskar et al. · 0 citations
Preprint Sep 2026

Spectral Bounds for Kernel Quadrature

It is demonstrated that the eigenvalues of the kernel obtained by discretizing the integral using suitable quadrature formulas instead are approximated much better by the eigenvalues of the kernel obtained by discretizing the integral using suitable quadrature formulas instead.

A. Cloninger, Q. L. Le Gia, H. Mhaskar · 0 citations

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