CAUSE: Learning Granger Causality from Event Sequences using Attribution Methods

Wei Zhang, Thomas Kobber Panum, Somesh Jha, Prasad Chalasani, David Page

Abstract: We study the problem of learning Granger causality between event types from asynchronous, interdependent, multi-type event sequences. Existing work suffers from either limited model flexibility or ...