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The Strongish Planted Clique Hypothesis and Its Consequences

Talkat ITCS 2021 · 2021-01-06..01-08
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Postulates that for kappa = N^{0.1} planted clique cannot be solved in time N^{o(log N)} and uses a randomized graph product that samples N random L‑vertex subsets and connects two subset‑vertices iff their union is a clique. Completeness: with probability ≥0.9 at least K sampled subsets lie inside the planted clique, giving a K‑clique. Soundness: when G ~ G(N,1/2) any K‑set in the product has ≤O(K log N / L) edges with probability ≥0.9, yielding no polytime o(K) approximation for densest K‑subgraph and no N^{o(K)} time constant‑factor algorithm. strong-ish Planted Clique Hypothesis

AI-written summary · about

  1. 0:00The planted clique problem
  2. 3:04Strongish clique hypothesis
  3. 5:57Hardness results and theory
  4. 10:22Reduction techniques
  5. 13:23Proof of the reduction
  6. 23:07Conclusion and future work
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