2 papers
stat.ML2026
Multivariate Spatio-Temporal Neural Hawkes Processes
Christopher Chukwuemeka, Hojun You, Mikyoung Jun
We propose a Multivariate Spatio-Temporal Neural Hawkes Process for modeling complex multivariate event data with spatio-temporal dynamics. The proposed model extends continuous-ti…
stat.ME2025
Addressing Duplicated Data in Spatial Point Patterns
Lingling Chen, Mikyoung Jun, Scott J. Cook
Spatial point process models are widely applied to point pattern data from various applications in the social and environmental sciences. However, a serious hurdle in fitting point…