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In this note, we prove a tight lower bound on the joint entropy of unbiased Bernoulli random variables which are -wise independent. For general -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 Pudl'ak.

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