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Comparing computational entropies below majority (or: When is the dense model theorem false?)

Talkat ITCS 2021 · 2021-01-06..01-08
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Shows explicit separations proving the dense model theorem false below majority: constructions of delta-dense distributions that are pseudorandom for small circuits yet have no delta-dense epsilon-model unless tests can compute majority, so polynomial dependence epsilon' = poly(epsilon,delta) requires majority. Produces counterexamples in AC0 and for low-degree polynomials, and thus gives counterexamples to the hardcore lemma below majority. Techniques include LP duality, Chernoff aggregation, biased-set packing and coin‑problem concentration bounds.

AI-written summary · about

  1. 0:00Introduction
  2. 0:25The dense model theorem
  3. 1:57Definition of dense model
  4. 4:57Sufficient conditions
  5. 16:04Dense Model Theorem
  6. 21:09Proof
  7. 28:06The Hardcore Dilemma
  8. 31:21Technical Ideas
  9. 36:31Questions
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