Madelon Hulsebos

The Network Nullspace Property for Compressed Sensing of Big Data Over Networks

We present a novel condition, which we term the network nullspace property, which ensures accurate recovery of graph signals representing massive network-structured datasets from few signal values. The network nullspace property couples the cluster structure of the underlying network-structure with…