Xiaokai Luo

Online Change Point Detection for Multivariate Inhomogeneous Poisson Processes Time Series

We study online change point detection for multivariate inhomogeneous Poisson point process time series. This setting arises commonly in applications such as earthquake seismology, climate monitoring, and epidemic surveillance, yet remains underexplored in the machine learning and statistics literat…