3 papers
stat.ML2025
A Semiparametric Discrete Hawkes Model with a Collapsed Gaussian-Process Prior
Trinnhallen Brisley, Gordon Ross, Daniel Paulin
Hawkes processes are used in settings where past events increase the likelihood of future events occurring, resulting in a natural clustering structure. Traditional Hawkes process…
cs.CV2025
Context-Aware Palmprint Recognition via a Relative Similarity Metric
Trinnhallen Brisley, Aryan Gandhi, Joseph Magen
We propose a new approach to matching mechanism for palmprint recognition by introducing a Relative Similarity Metric (RSM) that enhances the robustness and discriminability of exi…
stat.AP2023
Estimation of Multivariate Discrete Hawkes Processes: An Application to Incident Monitoring
Trinnhallen Brisley, Gordon Ross, Daniel Paulin +1
Hawkes processes are a class of self-exciting point processes that are used to model complex phenomena. While most applications of Hawkes processes assume that event data occurs in…