Make Hawkes Processes Explainable by Decomposing Self-Triggering Kernels

Rafael Lima, Jaesik Choi

Hawkes Processes capture self-excitation and mutual-excitation between events when the arrival of an event makes future events more likely to happen. Identification of such tempora…