Amortized Variational Inference of Latent Intensities from Replicated Point Patterns

Wenqing Liu, Xenia Miscouridou, Déborah Sulem

Bayesian inference for latent point process intensities often relies on per-dataset sampling or optimization, making repeated inference computationally expensive. We propose a neur…