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Contagious Sets in Random Graphs

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Studies contagious sets in Erdős–Rényi random graphs G(n,p): given an activation threshold r, determines how large an initial set is required to eventually activate the whole graph and identifies threshold values of p for which small contagious sets (often of size r) exist. Uses probabilistic methods to analyze bootstrap percolation dynamics and to locate phase transitions in contagious-set size as functions of n, p, and r.

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  1. 0:00Intro
  2. 0:59Bootstrap Percolation Cont'd
  3. 1:33Random activation
  4. 4:20More recent
  5. 6:40Our work
  6. 9:26Bootstrap Percolation in Gin,p
  7. 10:44Contagious sets in G(np)
  8. 12:49Threshold for m(Gr)=r cont'd
  9. 13:40Key Idea
  10. 14:49Upper Bound in G(np)
  11. 15:25Upper Bound Cont'd
  12. 17:30UB cont'd
  13. 18:02Summing up
  14. 19:32Lower Bound
  15. 21:44Threshold for m(6,2)=2: cont'd
  16. 23:02Threshold for m(G,2)=2
  17. 25:53Number of generations
  18. 27:14Open Problem III
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