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SUMMARY:Byron Chin (MIT Mathematics)
DTSTART:20220414T213000Z
DTEND:20220414T230000Z
DTSTAMP:20260423T052332Z
UID:SPAMS/15
DESCRIPTION:Title: <a href="https://researchseminars.org/talk/SPAMS/15/">R
 econstruction on the stochastic block model</a>\nby Byron Chin (MIT Mathem
 atics) as part of MIT Simple Person's Applied Mathematics Seminar\n\nLectu
 re held in Room: 2 - 132 in the Simons Building.\n\nAbstract\nThe problem 
 of community detection is one of great relevance in machine learning and d
 ata science. The goal is to group vertices that behave similarly within a 
 graph or network. In the context of this problem\, the Stochastic Block Mo
 del is one of the most well-studied random graph models. In this talk\, we
  discuss reconstruction results for this model\, highlighting a provably o
 ptimal algorithm that is closely related to belief propagation.\n
LOCATION:https://researchseminars.org/talk/SPAMS/15/
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