Fishnets: Information-Optimal, Scalable Aggregation for Sets and Graphs

T. Lucas Makinen, Justin Alsing, Benjamin D. Wandelt

Set-based learning is an essential component of modern deep learning and network science. Graph Neural Networks (GNNs) and their edge-free counterparts Deepsets have proven remarka…