Hyperparameter Ensembles for Robustness and Uncertainty Quantification.

Florian Wenzel Jasper Snoek Dustin Tran Rodolphe Jenatton

Published in: CoRR (2020)

Keyphrases

gaussian processes
inherent uncertainty
decision trees
computational efficiency
robust optimization
image reconstruction
hyperparameters
neural network ensembles
machine learning
uncertain information
ensemble methods
uncertain data
cross validation
model selection
multi class
case study
learning algorithm