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10/22/2022
Abstract Interpretation-Based Feature Importance for SVMs
We propose a symbolic representation for support vector machines (SVMs) ...
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01/04/2021
Fair Training of Decision Tree Classifiers
We study the problem of formally verifying individual fairness of decisi...
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12/21/2020
Genetic Adversarial Training of Decision Trees
We put forward a novel learning methodology for ensembles of decision tr...
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04/26/2019