Provably Robust Boosted Decision Stumps and Trees against Adversarial Attacks.

Maksym Andriushchenko Matthias Hein

Published in: CoRR (2019)

Keyphrases

decision stumps
ensemble learning
decision trees
selection algorithm
decision forest
kernel machines
weak classifiers
logistic regression
random forests
leave one out cross validation
classification accuracy
supervised learning
worst case
multi task
generalization bounds