27 citations · 51 across the 2 of their papers we have counts for
2 papers
cond-mat.stat-mech2012★ 27 cited
Inference of kinetic Ising model on sparse graphs
Pan Zhang
Based on dynamical cavity method, we propose an approach to the inference of kinetic Ising model, which asks to reconstruct couplings and external fields from given time-dependent…
cs.LG2012★ 24 cited
Comparative Study for Inference of Hidden Classes in Stochastic Block Models
Pan Zhang, Florent Krzakala, Jörg Reichardt +1
Inference of hidden classes in stochastic block model is a classical problem with important applications. Most commonly used methods for this problem involve na\"ıve mean field app…