A Note on the Joint Entropy of N/2-Wise Independence

Amey Bhangale,Aditya Potukuchi

Published 2018 in International Symposium on Information Theory

ABSTRACT

In this note, we prove a tight lower bound on the joint entropy of <tex>$n$</tex> unbiased Bernoulli random variables which are <tex>$n$</tex>/2-wise independent. For general k-wise independence, we give new lower bounds by adapting Navon and Samorodnitsky's Fourier proof of the ‘LP bound’ on error correcting codes. This counts as partial progress on a problem asked by Gavinsky and Pudlak in [3].

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