Geometry-Aware Graph Construction via Adaptive Spectral Bandwidth Control
A choice of scale to make the spectral complexity of the kernel consistent with the intrinsic complexity of the underlying manifold is proposed and a per-node bandwidth criterion is proposed that operationalizes this principle by jointly matching the kernel's effective rank to the local intrinsic dimension estimated vi...
Ecem Bozkurt, Antonio Ortega
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