Massively Parallel Exact Inference for Hawkes Processes
arXiv:2604.01342v1 Announce Type: cross
Abstract: 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 canonical linear expone…