|Talks|

Lecture IV: Community detection in networks

In-person
Visiting speaker
Past Talk
Cris Moore
Professor, Santa Fe Institute; Visiting Professor, Northeastern University
Nov 12, 2015
3:30 pm
Nov 12, 2015
3:30 pm
In-person
4 Thomas More St
London E1W 1YW, UK
The Roux Institute
Room
100 Fore Street
Portland, ME 04101
Network Science Institute
2nd floor
Network Science Institute
11th floor
177 Huntington Ave
Boston, MA 02115
Network Science Institute
2nd floor
Room
58 St Katharine's Way
London E1W 1LP, UK

Talk recording

     o  The stochastic block model

     o  The analogy between statistical physics and statistical inference

     o  Belief propagation and variational methods

     o  The detectability transition

     o  (If there's time) Spectral clustering

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Lecture Schedule: Computation, Phase Transitions, and Networks

     10/22  Lecture I: Computational complexity and landscapes

     10/29 Lecture II: Phase transitions in random graphs

       11/5  Lecture III: Phase transitions in random k-SAT

     11/12  Lecture IV: Community detection in networks

   

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Nov 12, 2015