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stat.ME2021
Bayesian inference under model misspecification using transport-Lagrangian distances: an application to seismic inversion
Andrea Scarinci, Michael Fehler, Youssef Marzouk
Model misspecification constitutes a major obstacle to reliable inference in many inverse problems. Inverse problems in seismology, for example, are particularly affected by misspe…
stat.ME2016
Sequential Bayesian optimal experimental design via approximate dynamic programming
Xun Huan, Youssef M. Marzouk
The design of multiple experiments is commonly undertaken via suboptimal strategies, such as batch (open-loop) design that omits feedback or greedy (myopic) design that does not ac…