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Theorems of KKL, Friedgut, and Talagrand via Random Restrictions and Log-Sobolev Inequality

Talkat ITCS 2021 · 2021-01-06..01-08
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Proves KKL, Friedgut and Talagrand without hypercontractivity by combining random restrictions with a version of the log-Sobolev inequality. Shows that choosing live probability μ≈1/d pushes Fourier mass from degree ~d to level 1, turning restricted functions into dictatorships and partitioning the cube; uses the edge-bound |∂A| ≥ |A|·log(1/|A|) to count many sensitive edges and derive a concrete KKL bound Ω((log n)/n) on the maximum influence. Methods extend to Friedgut/Talagrand proofs and suggest routes toward Fourier entropy–influence conjectures.

AI-written summary · about

  1. 0:00Introduction
  2. 0:25Boolean function basics
  3. 2:59Key theoretical results
  4. 6:21Fourier analysis and tools
  5. 10:29Unified approach methodology
  6. 15:17Random restrictions
  7. 21:30Proving structural properties
  8. 27:13KKL theorem proof
  9. 33:18Future research directions
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