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Lucky Talk: An Information Theoretic View of Hypercontractivity

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Proves a fractional Shearer inequality for the t=2 case by partitioning the ground set, encoding weighted Fourier coefficients as integer multiplicities, and equating logs with entropies of a deliberately constructed random variable that carries x plus four index counters; uses the chain rule to cancel one copy of each coordinate entropy and the cover-two hypothesis to cancel the other, yielding the desired bound. Also gives an information theoretic proof of Bonami Beckner via a three variable x y z support built from blocks of sizes r and s with r/(r+s) = (1+epsilon)/2 and reduces the remaining step to a symmetric calculus minimization solved by Lagrange multipliers.

AI-written summary · about

  1. 0:00Overview of Shearer's Lemma
  2. 1:55Defining the framework
  3. 5:14Entropy and random variables
  4. 11:10The core of the proof
  5. 16:56Generalizing the inequality
  6. 19:32Beckner's inequality
  7. 23:39Calculus and distributions
  8. 29:31Non-boolean generalization
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