Adaptive batching for Gaussian process surrogates with application in noisy level set estimation.

Xiong Lyu Michael Ludkovski

Published in: Stat. Anal. Data Min. (2022)

Keyphrases

level set
gaussian process
level set method
image segmentation
active contours
curve evolution
gaussian processes
semi supervised
regression model
energy function
shape prior
approximate inference
multiscale
model selection
hyperparameters
energy functional
machine learning