3 citations · 3 across the 5 of their papers we have counts for
Showing 2026Show all
2 papers · 1 filter
eess.SY2026
A System-Theoretic Approach to Hawkes Process Identification with Guaranteed Positivity and Stability
Xinhui Rong, Girish N. Nair
The Hawkes process models self-exciting event streams, requiring a strictly non-negative and stable stochastic intensity. Standard identification methods enforce these properties u…
stat.ME2026
Hawkes Identification with a Prescribed Causal Basis: Closed-Form Estimators and Asymptotics
Xinhui Rong, Girish N. Nair
Driven by the recent surge in neural-inspired modeling, point processes have gained significant traction in systems and control. While the Hawkes process is the standard model for…