Stability of Gibbs Posteriors from the Wasserstein Loss for Bayesian Full Waveform Inversion.
Matthew M. DunlopYunan YangPublished in: CoRR (2020)
Keyphrases
- posterior distribution
- posterior probability
- markov chain monte carlo
- bayesian inference
- maximum a posteriori
- bayesian learning
- bayesian networks
- image reconstruction
- maximum likelihood
- bayesian estimation
- markov random field
- bayesian framework
- probability distribution
- parameter estimation
- latent variables
- probabilistic model
- pointwise
- image formation
- monte carlo
- bayesian decision
- hyperparameters
- stability analysis
- data sets
- laplace transform
- decision theory
- generative model
- graphical models
- case study