Maximal Inequalities on the Hypercube
summary
Proves a dimension-independent L2 bound for the maximal average over Hamming spheres on {0,1}^n, so the number of vertices ruined by an adversary that colours an ε-fraction is O(ε) rather than depending on n. Proof combines Stein-style reductions, spectral estimates on the sphere operators via Kravchuk polynomials, a comparison to senate operators, and domination by a noise semigroup (Poisson clocks) plus Cauchy–Schwarz; yields a constant operator norm and therefore the claimed combinatorial corollary.
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chapters (20)
- 0:00Intro
- 0:11Talk outline
- 0:44Motivation 1: An Election Interpretation
- 4:13Motivation 2: UGC or "Can We Hope for Better Approximation Algorithms in P?"
- 5:45Unique Games - Unique Label Cover Problem
- 7:46Unique Games Conjecture
- 11:12Where to begin if we want to refute UGC?
- 12:41UGC and the Spectrum of General Graphs
- 15:33An Algorithm
- 18:56The Adversary
- 19:56The Question
- 21:19The Conjecture
- 22:30The Challenge
- 29:13Convert to a problem in Analysis
- 31:49Maximal Operator
- 33:51Maximal Inequalities: a little history
- 38:52Step 2 of Proof
- 41:32Step 1+ Step 2
- 42:02Step 1 of Proof
- 45:03Spherical-Mean Maximal Inequality: method
