2 papers
cond-mat.stat-mech2020
Belief propagation for networks with loops
Alec Kirkley, George T. Cantwell, M. E. J. Newman
Belief propagation is a widely used message passing method for the solution of probabilistic models on networks such as epidemic models, spin models, and Bayesian graphical models,…
cs.SI2019
Improved mutual information measure for classification and community detection
M. E. J. Newman, George T. Cantwell, Jean-Gabriel Young
The information theoretic quantity known as mutual information finds wide use in classification and community detection analyses to compare two classifications of the same set of o…