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A Spectral Approach to Polytope Diameter

Talkat ITCS 2022 · 2022-01-31..02-03
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Constructs a weighted 1-skeleton from the Hessian of log-volume of the polar polytope, shows that Hessian has exactly one positive eigenvalue and decomposes as minus a Laplacian plus a positive diagonal, and proves a spectral gap lower bound roughly spectral gap ~ sin^2(min angle between facets). Using Chebyshev polynomial amplification on the generalized adjacency yields a diameter bound that replaces prior d^3 dependence by a milder factor (roughly log m times delta in the stated regime), giving a concrete spectral-to-diameter pipeline.

AI-written summary · about

  1. 0:00Introduction
  2. 0:25Polytopes
  3. 4:29Spectrograph theory
  4. 5:58Proof
  5. 7:53The Polar
  6. 10:18The Polytope
  7. 11:38Proof of Claim 1
  8. 13:07Proof of Claim 2
  9. 17:51Summary
  10. 18:28Open Questions
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