57 citations · 103 across the 3 of their papers we have counts for
3 papers
Data quality for the inverse Ising problem
Aurélien Decelle, Federico Ricci-Tersenghi, Pan Zhang
There are many methods proposed for inferring parameters of the Ising model from given data, that is a set of configurations generated according to the model itself. However little…
Community detection in networks with unequal groups
Pan Zhang, Cristopher Moore, M. E. J. Newman
Recently, a phase transition has been discovered in the network community detection problem below which no algorithm can tell which nodes belong to which communities with success a…
Phase transitions in semisupervised clustering of sparse networks
Pan Zhang, Cristopher Moore, Lenka Zdeborová
Predicting labels of nodes in a network, such as community memberships or demographic variables, is an important problem with applications in social and biological networks. A rece…