Castedo Ellerman

Variance vs entropy of one-hot vectors

Abstract

DOCUMENT TYPE: Open Study Answer

QUESTION: What is the relationship between the variance and entropy of independent one-hot vectors?

This document proves inequalities relating variance, collision entropy and Shannon entropy of sequences of independent one-hot vectors.

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