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Adaptive multi-fidelity polynomial chaos approach to Bayesian inference in inverse problems.
Liang Yan
Tao Zhou
Published in:
J. Comput. Phys. (2019)
Keyphrases
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bayesian inference
inverse problems
global optimization
image reconstruction
probabilistic model
prior information
convex optimization
hyperparameters
partial differential equations
optimization problems
machine learning
particle swarm optimization
optimization methods
early vision
dynamic programming