Community Detection in Weighted Multilayer Networks with Ambient Noise

1 code implementation • 24 Feb 2021 • Mark He, Dylan Lu, Jason Xu, Rose Mary Xavier

We introduce a novel class of stochastic blockmodel for multilayer weighted networks that accounts for the presence of a global ambient noise governing between-block interactions.

Community Detection Variational Inference

Finding Stable Groups of Cross-Correlated Features in Two Data Sets With Common Samples

1 code implementation • 10 Sep 2020 • Miheer Dewaskar, John Palowitch, Mark He, Michael I. Love, Andrew B. Nobel

Given two data types, a bimodule is a pair $(A, B)$ of feature sets from the two types such that the aggregate cross-correlation between the features in $A$ and those in $B$ is large.