Rethinking statistical learning theory: learning using statistical invariants

Vapnik, V; Izmailov, R

Izmailov, R (reprint author), Perspecta Labs, Basking Ridge, NJ 07920 USA.

MACHINE LEARNING, 2019; 108 (3): 381

Abstract

This paper introduces a new learning paradigm, called Learning Using Statistical Invariants (LUSI), which is different from the classical one. In a cl......

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