Faster Inference of Cell Complexes from Flows via Matrix Factorization

Til Spreuer, Josef Hoppe, Michael T. Schaub

We consider the following inference problem: Given a set of edge-flow signals observed on a graph, lift the graph to a cell complex, such that the observed edge-flow signals can be…