Correlation Decay Method for Decision, Optimization, and Inference in Large-Scale Networks

Abstract

… The number of users of Facebook, Twitter, and similar networks is on the order … more challenging problems in the context of wireless communications, combinatorial optimization, and graphical … problems of the type above were con- structed using the Markov chain Monte Carlo …