Nadaraya-Watson kernel smoothing as a random energy model

Zavatone-Veth, Jacob A., Pehlevan, Cengiz

arXiv.org Machine Learning 

We investigate the behavior of the Nadaraya-Watson kernel smoothing estimator in high dimensions using its relationship to the random energy model and to dense associative memories.

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