Optimal low-rank posterior mean and distribution approximation in linear Gaussian inverse problems on Hilbert spaces

Giuseppe Carere, Han Cheng Lie

We construct optimal low-rank approximations for the Gaussian posterior distribution in linear Gaussian inverse problems with possibly infinite-dimensional separable Hilbert parame…