NysHD uses the Nyström method to map any positive-definite kernel into a low-precision hyperdimensional encoding, preserving normalized kernel values and improving HDC accuracy on graph and string benchmarks.
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Bridging the Gap Between Hyperdimensional Computing and Kernel Methods via the Nystr\"om Method
NysHD uses the Nyström method to map any positive-definite kernel into a low-precision hyperdimensional encoding, preserving normalized kernel values and improving HDC accuracy on graph and string benchmarks.