Stability of Gibbs Posteriors from the Wasserstein Loss for Bayesian Full Waveform Inversion.
Matthew M. DunlopYunan YangPublished in: SIAM/ASA J. Uncertain. Quantification (2021)
Keyphrases
- posterior distribution
- posterior probability
- bayesian inference
- markov chain monte carlo
- maximum a posteriori
- markov random field
- parameter estimation
- probability distribution
- pointwise
- stability analysis
- image reconstruction
- bayesian estimation
- data driven
- latent variables
- bayesian learning
- probabilistic model
- bayesian networks
- bayesian decision
- gaussian processes
- image formation
- hyperparameters
- gaussian distribution
- frequency domain
- bayesian analysis
- image restoration