Adaptive Batching for Gaussian Process Surrogates with Application in Noisy Level Set Estimation.
Xiong LyuMike LudkovskiPublished in: CoRR (2020)
Keyphrases
- level set
- gaussian process
- level set method
- active contours
- gaussian processes
- image segmentation
- energy functional
- curve evolution
- model selection
- energy function
- variational methods
- approximate inference
- regression model
- bayesian framework
- euclidean distance
- semi supervised
- probability distribution
- high resolution
- prior knowledge
- multiscale