(De-)Randomized Smoothing for Decision Stump Ensembles.

Miklós Z. Horváth Mark Niklas Müller Marc Fischer Martin T. Vechev

Published in: CoRR (2022)

Keyphrases

decision stumps
decision forest
ensemble learning
decision trees
ensemble classifier
selection algorithm
kernel machines
imbalanced data
learning algorithm
logistic regression
preprocessing step
data sets
random forests
machine learning
random forest
base learners