THP: Topological Hawkes Processes for Learning Causal Structure on Event Sequences

Ruichu Cai, Siyu Wu, Jie Qiao +3

Learning causal structure among event types on multi-type event sequences is an important but challenging task. Existing methods, such as the Multivariate Hawkes processes, mostly…