Priors learned from legacy reconstructions inherit undetectable overconfidence

Ali Siahkoohi, Sina Alemohammad

Where truths are scarce (e.g., seismic and medical imaging), learned priors in ill-posed inverse problems are trained on archives of legacy reconstructions---i.e., an older method'…