On log-concave approximations of high-dimensional posterior measures and
stability properties in non-linear inverse problemsAnnales De L Institut Henri Poincare-probabilites Et Statistiques (IHPES), 2021 |
Consistency of Bayesian inference with Gaussian process priors for a
parabolic inverse problemInverse Problems (IP), 2021 |
Statistical guarantees for Bayesian uncertainty quantification in
non-linear inverse problems with Gaussian process priorsAnnals of Statistics (Ann. Stat.), 2020 |
Multiscale Bayesian Survival AnalysisAnnals of Statistics (Ann. Stat.), 2020 |
Uncertainty Quantification for Bayesian CARTAnnals of Statistics (Ann. Stat.), 2019 |
Consistency of Bayesian inference with Gaussian process priors in an
elliptic inverse problemInverse Problems (IP), 2019 |
Hyperparameter Estimation in Bayesian MAP Estimation: Parameterizations
and ConsistencySMAI Journal of Computational Mathematics (SMAI-JCM), 2019 |