260 citations · 879 across the 60 of their papers we have counts for
Showing 2022 · stat.MEShow all
2 papers · 2 filters
stat.ME2022★ 3 cited
Bayesian community detection for networks with covariates
Luyi Shen, Arash Amini, Nathaniel Josephs +1
The increasing prevalence of network data in a vast variety of fields and the need to extract useful information out of them have spurred fast developments in related models and al…
stat.ME2022★ 19 cited
Distributed Learning of Generalized Linear Causal Networks
Qiaoling Ye, Arash A. Amini, Qing Zhou
We consider the task of learning causal structures from data stored on multiple machines, and propose a novel structure learning method called distributed annealing on regularized…