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A SHORT PROOF OF A FOURIER THEOREM

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A theorem of Kahn, Kalai, and Linial [2] stated that the average sensitivity of a Boolean function is equal to the weighted sum of its Fourier power spectrum. The purpose of this note is to provide a short proof of this result that is based on a cross correlation Fourier identity. Furthermore we generalize this to product distributions and derive an alternative proof of a theorem in [1].

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