Tag: deeprv

DeepRV: pre-trained spatial priors for accelerated disease mapping arXiv:2503.21473v1 Announce Type: new Abstract: Recently introduced prior-encoding deep generative models (e.g., PriorVAE, $pi$VAE, and PriorCVAE) have emerged as powerful tools for scalable Bayesian inference by emulating complex stochastic processes like Gaussian processes (GPs). However, these methods remain largely a proof-of-concept and inaccessible to practitioners. We propose…