convex-ridge regularizers

Research Unifies Data-Driven Priors for Bayesian Inverse Problems

A new research paper proposes a unified framework for integrating various data-driven priors into Bayesian inverse problems. The study demonstrates how diverse priors, including regularization-by-denoising, normalizing …