73 citations · 128 across the 2 of their papers we have counts for
2 papers
cond-mat.stat-mech2020★ 55 cited
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★ 73 cited
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…