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Data-Driven Forward Discretizations for Bayesian Inversion., , , , and . CoRR, (2020)Texton-based segmentation and classification of human embryonic stem cell colonies using multi-stage Bayesian level sets., , , , and . ISBI, page 194-197. IEEE, (2012)Cross-Entropy-Based Importance Sampling with Failure-Informed Dimension Reduction for Rare Event Simulation., , , and . SIAM/ASA J. Uncertain. Quantification, 9 (2): 818-847 (2021)Score Operator Newton transport., , and . AISTATS, volume 238 of Proceedings of Machine Learning Research, page 3349-3357. PMLR, (2024)Dimension-independent likelihood-informed MCMC., , and . J. Comput. Phys., (2016)Bayesian inference with optimal maps., and . J. Comput. Phys., 231 (23): 7815-7850 (2012)Multi-Fidelity Covariance Estimation in the Log-Euclidean Geometry., , , and . ICML, volume 202 of Proceedings of Machine Learning Research, page 24214-24235. PMLR, (2023)Sparse approximation of triangular transports. Part II: the infinite dimensional case., and . CoRR, (2021)Multifidelity Dimension Reduction via Active Subspaces., , , and . SIAM J. Sci. Comput., 42 (2): A929-A956 (2020)Scalable posterior approximations for large-scale Bayesian inverse problems via likelihood-informed parameter and state reduction., , and . J. Comput. Phys., (2016)