Prediction of Spatial Point Processes: Regularized Method with Out-of-Sample Guarantees

Muhammad Osama, Dave Zachariah, Peter Stoica

Neural Information Processing Systems 

A spatial point process can be characterized by an intensity function which predicts the number of events that occur across space.