Laplace Variational Inference for Dirichlet Process Mixtures of Marked Poisson Point Processes

Minsung Choi, Seonghyun Jeong

Marked point process data arise when events occur in a space with event-level marks. We study clustering of replicated marked Poisson point processes and introduce Dirichlet proces…