Uncertainty in Gradient Boosting via Ensembles.

Andrey Malinin Liudmila Prokhorenkova Aleksei Ustimenko

Published in: ICLR (2021)

Keyphrases

gradient boosting
base learners
loss function
ensemble methods
ensemble learning
learning scheme
learning algorithm
decision trees
random forests
knowledge representation
cross validation
classification models
generalization ability
relational domains
imitation learning