Bernstein-von Mises theorems and uncertainty quantification for linear inverse problems

Matteo Giordano, Hanne Kekkonen

We consider the statistical inverse problem of recovering an unknown function $f$ from a linear measurement corrupted by additive Gaussian white noise. We employ a nonparametric Ba…