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Sublinear-Time Computation in the Presence of Online Erasures

Talkat ITCS 2022 · 2022-01-31..02-03
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Introduces an online erasure model where after each query an adversary can hide up to t entries and proves concrete testing limits: linearity is testable with O((log T)/ε) queries and matching Ω(log T) lower bound, using a Fourier-analysis structural theorem about K-tuples; quadraticity is testable with O(1/ε) queries for constant t though with doubly-exponential dependence on t; sortedness is impossible to test even for t=1 via disjoint adjacent inversions.

AI-written summary · about

  1. 0:00Start
  2. 0:15Overview
  3. 2:20Motivating Scenarios
  4. 3:22Standard Property Testing
  5. 4:56Online Erasure Resilient Testing
  6. 5:22Our Results
  7. 6:22Linearity Testing
  8. 13:10Linearity Lower Bound
  9. 14:53Quadraticity Testing
  10. 19:23Sortedness
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