Designing truncated priors for direct and inverse Bayesian problemsElectronic Journal of Statistics (EJS), 2021 |
Statistical guarantees for Bayesian uncertainty quantification in
non-linear inverse problems with Gaussian process priorsAnnals of Statistics (Ann. Stat.), 2020 |
Hyperparameter Estimation in Bayesian MAP Estimation: Parameterizations
and ConsistencySMAI Journal of Computational Mathematics (SMAI-JCM), 2019 |