CSE590RA: Randomized Algorithms


Tentative Plan for Seminar

  • January 11: Overview of randomization in graph optimization algorithms (Anna) [1]
  • January 18: holiday
  • January 25: FPRAS for network reliability [2] Jared, Matt
  • February 1: matroid optimization framework [7] Jeremy, Erik V.
  • February 8: martingales and other techniques (Anna)
  • February 15: holiday
  • February 22: algorithms for graph bisection in the planted bisection model (Dick Karp)
  • March 1: reachability and transitive closure [8] Saurabh, Jason
  • Wednesday, March 3, (tentative time): Wrap-up, including flow summary [3,4,5,6++] by Omid, Eric, Frank, Sumeet, Dan.

  • Papers

    Can be found at:
    1. D. Karger, Randomization in graph optimization problems, a survey.
    2. D. Karger, A randomized fully polynomial approximation scheme for the all terminal network reliability problem.
    3. D. Karger, Random sampling in cut, flow and network design problems.
    4. D. Karger, Using random sampling to find maximum flows in uncapacitated undirected graphs.
    5. D. Karger, Better random sampling algorithms for flows in undirected graphs.
    6. D. Karger and M. Levine, Finding maximum flows in undirected graphs seems easier than bipartite matching.
    7. D. Karger, Random sampling and greedy sparsification for matroid optimization problems.
    8. E. Cohen, Size-estimation framework with applications to transitive closure and reachability

    For more information, contact Anna Karlin (karlin@cs.washington.edu)