Context-dependent self-exciting point processes: models, methods, and risk bounds in high dimensions

Lili Zheng, Garvesh Raskutti, Rebecca Willett +1

High-dimensional autoregressive point processes model how current events trigger or inhibit future events, such as activity by one member of a social network can affect the future…