Highlights
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tudelft-cda-lab/GROOT
tudelft-cda-lab/GROOT Public[ICML 2021] A fast algorithm for fitting robust decision trees. http://proceedings.mlr.press/v139/vos21a.html
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tudelft-cda-lab/ROCT
tudelft-cda-lab/ROCT Public[AAAI 2022] Robust Optimal Classification Trees Against Adversarial Examples
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tudelft-cda-lab/OMDT
tudelft-cda-lab/OMDT Public[IJCAI 2023] Optimizing decision tree policies for Markov Decision Processes (MDPs) using Mixed-Integer Linear Programming.
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tudelft-cda-lab/robust-relabeling
tudelft-cda-lab/robust-relabeling Public[ECML-PKDD 2022] Adversarially robust decision tree relabeling
Python 2
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