no code implementations • 18 Jul 2023 • Nathaniel Josephs, Arash A. Amini, Marina Paez, Lizhen Lin
We introduce the nested stochastic block model (NSBM) to cluster a collection of networks while simultaneously detecting communities within each network.
1 code implementation • 4 Mar 2022 • Luyi Shen, Arash Amini, Nathaniel Josephs, Lizhen Lin
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 algorithms.
2 code implementations • 9 Apr 2020 • Nathaniel Josephs, Lizhen Lin, Steven Rosenberg, Eric D. Kolaczyk
While the study of a single network is well-established, technological advances now allow for the collection of multiple networks with relative ease.
Applications