Neural Architectures for Amortized Bayesian Inference: Statistical Foundations and Empirical Assessments

Roy Shivam Ram Shreshtth, Arnab Hazra, Gourab Mukherjee

Since the turn of the century, approximate Bayesian inference has steadily evolved as new computational techniques have been incorporated to handle increasingly complex, large-scal…