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Optimization-Based Markov Chain Monte Carlo Methods for Nonlinear Hierarchical Statistical Inverse Problems.
Johnathan M. Bardsley
Tiangang Cui
Published in:
SIAM/ASA J. Uncertain. Quantification (2021)
Keyphrases
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inverse problems
global optimization
optimization problems
optimization methods
image reconstruction
markov chain monte carlo methods
optimization algorithm
convex optimization
optimization method
particle swarm optimization
computationally expensive
smoothness constraint
objective function
generative model