Hyper Hawkes Processes: Interpretable Models of Marked Temporal Point Processes

Alex Boyd, Andrew Warrington, Taha Kass-Hout +2

Foundational marked temporal point process (MTPP) models, such as the Hawkes process, often use inexpressive model families in order to offer interpretable parameterizations of eve…