A Distributionally Robust Framework for Learned Reconstructions in Inverse Problems

Floor van Maarschalkerwaart, Subhadip Mukherjee, Christoph Brune +1

Learned reconstruction operators for inverse problems are typically trained under a fixed noise model, and generalize poorly when the distribution during testing differs from the o…