Provably robust boosted decision stumps and trees against adversarial attacks.

Maksym Andriushchenko Matthias Hein

Published in: NeurIPS (2019)

Keyphrases

decision stumps
decision forest
selection algorithm
learning algorithm
ensemble learning
decision trees
logistic regression
ensemble classifier
kernel machines
weak classifiers
imbalanced data
generalization bounds
machine learning
pairwise