Conditional neural control variates for variance reduction in Bayesian inverse problems

Ali Siahkoohi, Hyunwoo Oh

Bayesian inference for inverse problems involves computing expectations under posterior distributions--e.g., posterior means, variances, or predictive quantities--typically via Mon…