Structural Hawkes Processes for Learning Causal Structure from Discrete-Time Event Sequences

Jie Qiao, Ruichu Cai, Siyu Wu +3

Learning causal structure among event types from discrete-time event sequences is a particularly important but challenging task. Existing methods, such as the multivariate Hawkes p…