Gaussian processes for Bayesian inverse problems associated with linear partial differential equations.
Tianming BaiAretha L. TeckentrupKonstantinos C. ZygalakisPublished in: Stat. Comput. (2024)
Keyphrases
- gaussian processes
- inverse problems
- partial differential equations
- gaussian process
- image denoising
- level set
- anisotropic diffusion
- image processing
- image reconstruction
- convex optimization
- global optimization
- image enhancement
- multiscale
- multi task
- early vision
- optimization methods
- bayesian framework
- hyperparameters
- closed form
- high order
- optimization problems
- noise reduction