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bayesian inverse problems 1discrete-to-continuum limits 1gaussian fluctuations 1map estimation 1posterior convergence 1

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math.ST2026

Discrete to continuum limits in Bayesian inverse problems

Alexander Katsevich

The paper establishes how discrete Bayesian inverse problems with finite-difference priors converge to well-defined continuum priors and posteriors, and shows that the discrete MAP…