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Dimension-independent Markov chain Monte Carlo on the sphere., , , and . CoRR, (2021)On a Generalization of the Preconditioned Crank-Nicolson Metropolis Algorithm., and . Found. Comput. Math., 18 (2): 309-343 (2018)Analysis of the Ensemble and Polynomial Chaos Kalman Filters in Bayesian Inverse Problems., , and . SIAM/ASA J. Uncertain. Quantification, 3 (1): 823-851 (2015)Metropolis-adjusted interacting particle sampling., , and . CoRR, (2023)Convergence of Sparse Collocation for Functions of Countably Many Gaussian Random Variables (with Application to Elliptic PDEs)., , and . SIAM J. Numer. Anal., 56 (2): 877-905 (2018)Wasserstein Sensitivity of Risk and Uncertainty Propagation., , and . SIAM/ASA J. Uncertain. Quantification, 10 (1): 915-948 (March 2022)On the convergence of the Laplace approximation and noise-level-robustness of Laplace-based Monte Carlo methods for Bayesian inverse problems., , and . Numerische Mathematik, 145 (4): 915-971 (2020)On the Locally Lipschitz Robustness of Bayesian Inverse Problems.. CoRR, (2019)On Expansions and Nodes for Sparse Grid Collocation of Lognormal Elliptic PDEs., , and . CoRR, (2019)Robust random walk-like Metropolis-Hastings algorithms for concentrating posteriors., and . CoRR, (2022)