Truncated Variance Reduction: A Unified Approach to Bayesian Optimization and Level-Set Estimation.
Ilija BogunovicJonathan ScarlettAndreas KrauseVolkan CevherPublished in: NIPS (2016)
Keyphrases
- level set
- variance reduction
- level set method
- importance sampling
- active contours
- curve evolution
- partial differential equations
- image segmentation
- shape prior
- energy functional
- bayesian estimation
- energy function
- sample size
- monte carlo
- posterior distribution
- parameter estimation
- model selection
- maximum likelihood
- density estimation
- naive bayes classifier
- knn
- feature space