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News/Prior laundering: learned priors with inherited, undetectable overconfidence
arxiv
PublishedJuly 27, 2026 at 4:00 AM
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Prior laundering: learned priors with inherited, undetectable overconfidence

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arXiv:2607.21721v1 Announce Type: cross Abstract: Learned generative priors are increasingly used for ill-posed Bayesian inverse problems, their posterior uncertainty treated as earned from data. But training one requires truths, scarce in seismic and medical imaging, so the recourse is an archive o

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