Maximum-Likelihood Estimation of Hyperedge-Triggered Hawkes Processes via a Closed-Form EM Algorithm

Zihan Xu

Hypergraph effects in event streams are difficult to estimate because a group-level burst can often be explained either by direct higher-order excitation or by a collection of ordi…