A Bayesian approach for consistent reconstruction of inclusionsInverse Problems (IP), 2023 |
Spatiotemporal Besov Priors for Bayesian Inverse ProblemsJournal of the American Statistical Association (JASA), 2023 |
Strong maximum a posteriori estimation in Banach spaces with Gaussian
priorsInverse Problems (IP), 2023 |
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 |
Consistency of Bayesian inference with Gaussian process priors in an
elliptic inverse problemInverse Problems (IP), 2019 |
Consistent Inversion of Noisy Non-Abelian X-Ray TransformsCommunications on Pure and Applied Mathematics (CPAM), 2019 |
Sequential Monte Carlo Methods for Bayesian Elliptic Inverse ProblemsStatistics and computing (Stat Comput), 2014 |