Trustworthy scientific inference with generative models
This episode discusses the paper "Trustworthy scientific inference with generative models," which introduces FreB, a protocol combining frequentist math and generative AI. FreB addresses the issue of AI overconfidence in inverse problems by reshaping probability maps into statistically guaranteed confidence regions, ensuring reliable scientific discoveries even with biased data.