Hyperparameter Ensembles for Robustness and Uncertainty Quantification.

Florian Wenzel Jasper Snoek Dustin Tran Rodolphe Jenatton

Published in: NeurIPS (2020)

Keyphrases

model selection
decision trees
neural network
gaussian processes
feature selection
robust optimization
uncertain data
random forests
ensemble methods
neural network ensembles
inherent uncertainty
decision theory
gaussian process
ensemble learning
computational efficiency
learning algorithm
genetic algorithm