Daniel Zilberg

PieClam: A Universal Graph Autoencoder Based on Overlapping Inclusive and Exclusive Communities

We propose PieClam (Prior Inclusive Exclusive Cluster Affiliation Model): a graph autoencoder, where nodes are embedded into a code space by an algorithm that maximizes the log-likelihood of the decoded graph. PieClam is a community affiliation model that extends well-known methods like BigClam in t…