Talks
Fall 2021

Mismatched Monte Carlo Algorithms For The Planted Clique Problem

Wednesday, September 15th, 2021, 8:55 am9:20 am

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Speaker: 

Maria Chiara Angelini (Sapienza - Università di Roma)

Location: 

Calvin Lab Auditorium

The famous Planted Clique Problem was introduced 30 years ago by Jerrum along with a Monte Carlo (MC) algorithm to solve it. Jerrum demonstrated that its MC algorithm cannot find a planted clique of size K<=sqrt(N) , where N is the size of the graph, but he did not prove its success for K>=sqrt(N). I will show evidence that the Jerrum algorithm is not able to find the planted clique for a great range of K above K=sqrt(N). I will also show how the introduction of a mismatched parameter will enhance the performances of the MC method.

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