Adaptive Gradient Enhanced Gaussian Process Surrogates for Inverse Problems.
Phillip SemlerMartin WeiserPublished in: CoRR (2024)
Keyphrases
- gaussian process
- inverse problems
- gaussian processes
- image reconstruction
- global optimization
- regression model
- convex optimization
- semi supervised
- model selection
- bayesian framework
- hyperparameters
- latent variables
- optimization methods
- optimization problems
- edge detection
- evolutionary algorithm
- maximum a posteriori
- high quality
- parameter space