Gaussian processes for Bayesian inverse problems associated with linear partial differential equations.
Tianming BaiAretha L. TeckentrupKonstantinos C. ZygalakisPublished in: CoRR (2023)
Keyphrases
- gaussian processes
- inverse problems
- partial differential equations
- gaussian process
- anisotropic diffusion
- image reconstruction
- image processing
- global optimization
- level set
- convex optimization
- image denoising
- optimization methods
- image enhancement
- multiscale
- optimization problems
- multi task
- regression model
- hyperparameters
- genetic algorithm