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On the Christoffel function and classification in data analysis

Published 28 Mar 2022 in math.OC | (2203.14571v1)

Abstract: We show that the empirical Christoffel function associated with a cloud of finitely many points sampled from a distribution, can provide a simple tool for supervised classification in data analysis, with good generalization properties.

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