~/talk

Fine Grained Complexity

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Motivation and concrete claims: 3SUM conjecture states 3SUM requires n^2−o(1) on n integers, orthogonal vectors resists n2−o(1) algorithms for d≈log^2 n, and all-pairs shortest paths requires n^3−o(1) for polyweight graphs. Dynamic problems use OMv/OuMv (the OMv conjecture: n^3−o(1)) to show triangle-counting lower bounds: n updates each causing O(n) edge changes gives an n^3 barrier, parity and average-case (Erdos–Rényi) counting reductions extend hardness, and zero-triangle ties to APSP and 3SUM.

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  1. 0:00Introduction
  2. 1:22Motivation
  3. 3:45Warmup
  4. 4:33General Case
  5. 6:10Finding Complexity
  6. 7:17Orthogonal Vectors
  7. 8:25All pair of shortest paths
  8. 10:57Boolean matrix multiplication
  9. 14:31Dynamic updates
  10. 15:04Dynamic updates example
  11. 19:01Listing vs Counting vs Searching
  12. 23:30Parity
  13. 37:43ODed
  14. 40:33Zero Triangle
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