A TV-Gaussian prior for infinite-dimensional Bayesian inverse problems and its numerical implementations

Keyphrases

• Numerical Implementation 100%
• Gaussian Prior 100%
• Total Variation 100%
• Infinite-dimensional Bayesian Inverse Problems 100%
• Function Space 75%
• Well-defined 50%
• Markov Chain Monte Carlo Algorithm 50%
• Bayesian Inference 25%
• Engineering Problems 25%
• Gaussian Distribution 25%
• Numerical Examples 25%
• Reference Measure 25%
• Prior Distribution 25%
• Posterior Distribution 25%
• Finite-dimensional 25%
• Infinite Dimension 25%
• Gaussian Measure 25%
• Total Variation Prior 25%

Mathematics

• Gaussian Distribution 100%
• Bayesian 100%
• Total Variation 100%
• Function Space 60%
• Markov Chain Monte Carlo 40%
• Monte Carlo Algorithm 40%
• Numerical Example 20%
• Bayesian Inference 20%
• Posterior Distribution 20%
• Gaussian Measure 20%
• Engineering Problem 20%