Detecting Mutual Excitations in Non-Stationary Hawkes Processes

Elchanan Mossel, Anirudh Sridhar

We consider the problem of learning the network of mutual excitations (i.e., the dependency graph) in a non-stationary, multivariate Hawkes process. We consider a general setting w…