Recovering the Graph Underlying Networked Dynamical Systems under Partial Observability: A Deep Learning Approach

Sérgio Machado, Anirudh Sridhar, Paulo Gil +3

We study the problem of graph structure identification, i.e., of recovering the graph of dependencies among time series. We model these time series data as components of the state…