Neural Diffusion Intensity Models for Point Process Data

Xinlong Du, Harsha Honnappa, Vinayak Rao

Cox processes model overdispersed point process data via a latent stochastic intensity, but both nonparametric estimation of the intensity model and posterior inference over intens…