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doi: 10 · DOI 10.1021/ci060138m

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$k$-Nearest Neighbors in Gromov--Wasserstein Space

stat.ML · 2026-06-09 · unverdicted · novelty 7.0

Proves universal consistency of GW-k-NN on finite-support metric measure spaces with uniform measure and of fGW-k-NN on node-attributed versions, with competitive empirical performance on graph datasets.

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  • $k$-Nearest Neighbors in Gromov--Wasserstein Space stat.ML · 2026-06-09 · unverdicted · none · ref 23

    Proves universal consistency of GW-k-NN on finite-support metric measure spaces with uniform measure and of fGW-k-NN on node-attributed versions, with competitive empirical performance on graph datasets.