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Matroid Partition Property and the Secretary Problem

Talkat ITCS 2023 · 2023-01-10..01-13
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Proves that no algorithm which first reduces a matroid to a partition matroid (possibly after sampling a beta fraction) and then runs the standard secretary routine achieves a constant competitive ratio for all matroids: constructs the complete binary matroid Bd and shows any partition reduction concentrates almost all elements into O(sqrt d) parts, so the best reduction-based algorithm has competitive ratio at most about d^{-1/4} and thus vanishes as d grows.

AI-written summary · about

  1. 0:00Start
  2. 6:54Outline of the Rest of the Talk
  3. 7:33Matroid Secretary Problem: Partition Matroids
  4. 8:33Matroid Partition Property
  5. 10:03Matroid Secretary Problem: Graphic Matroids
  6. 12:14Partition Reduction Based Algorithms
  7. 14:26Complete Binary Matroid
  8. 16:19Proof of Main Theorem
  9. 23:53Conclusion
  10. 24:18Open Problems (Beside the Obvious One!)
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