most citedIf you can distinguish, you can express: Galois theory, Stone--Weierstrass, machine learning, and linguistics

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cs.LG2024

A Galois theorem for machine learning: Functions on symmetric matrices and point clouds via lightweight invariant features

Ben Blum-Smith, Ningyuan Huang, Marco Cuturi +1

In this work, we present a mathematical formulation for machine learning of (1) functions on symmetric matrices that are invariant with respect to the action of permutations by con…