Causal Discovery in Hawkes Processes by Minimum Description Length

Amirkasra Jalaldoust, Katerina Hlavackova-Schindler, Claudia Plant

Hawkes processes are a special class of temporal point processes which exhibit a natural notion of causality, as occurrence of events in the past may increase the probability of ev…