Distribution-free uncertainty quantification for inverse problems: application to weak lensing mass mapping

Hubert Leterme, Jalal Fadili, Jean-Luc Starck

In inverse problems, distribution-free uncertainty quantification (UQ) aims to obtain error bars with coverage guarantees that are independent of any prior assumptions about the da…