Sample-efficient evidence estimation of score based priors for model selection

Frederic Wang, Katherine L. Bouman

The choice of prior is central to solving ill-posed imaging inverse problems, making it essential to select one consistent with the measurements $y$ to avoid severe bias. In Bayesi…