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Dai Hai Nguyen

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#machine learning Preprint Sep 2026

A dictionary learning framework for graphs via filters and optimal transport

A novel interpretation of sfGOT through the lens of the Hilbert-Schmidt Independence Criterion is provided, showing that minimizing the sfGOT distance between two graphs is equivalent to maximizing statistical dependence between the spectral embedding of their nodes.

Jin-Chuan Liao, Dai Hai Nguyen · 0 citations

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