Saurav Talukdar

Efficient and passive learning of networked dynamical systems driven by non-white exogenous inputs

We consider a networked linear dynamical system with p agents/nodes. We study the problem of learning the underlying graph of interactions/dependencies from observations of the nodal trajectories over a time-interval T. We present a regularized non-casual consistent estimator for this problem and an…