Randomization and reweighted ${\ell }_1$-minimization for A-optimal design of linear inverse problems

Elizabeth Herman, Alen Alexanderian, Arvind K. Saibaba

We consider optimal design of PDE-based Bayesian linear inverse problems with infinite-dimensional parameters. We focus on the A-optimal design criterion, defined as the average po…