Search Results for author: Johnathan Bardsley

Found 1 papers, 0 papers with code

Optimization-Based MCMC Methods for Nonlinear Hierarchical Statistical Inverse Problems

no code implementations15 Feb 2020 Johnathan Bardsley, Tiangang Cui

In this work, we aim to develop scalable optimization-based Markov chain Monte Carlo (MCMC) methods for solving hierarchical Bayesian inverse problems with nonlinear parameter-to-observable maps and a broader class of hyperparameters.

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