Massively Parallel Exact Inference for Hawkes Processes

Ahmer Raza, Hudson Smith

Multivariate Hawkes processes are a widely used class of self-exciting point processes, but maximum likelihood estimation naively scales as $O(N^2)$ in the number of events. The ca…