Generative Bayesian Computation as a Scalable Alternative to Gaussian Process Surrogates

arXiv:2602.21408v1 Announce Type: new Abstract: Gaussian process (GP) surrogates are the default tool for emulating expensive computer experiments, but cubic cost, stationarity assumptions, and Gaussian …