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08/17/2023
Causal Adversarial Perturbations for Individual Fairness and Robustness in Heterogeneous Data Spaces
As responsible AI gains importance in machine learning algorithms, prope...
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06/01/2022
FETA: Fairness Enforced Verifying, Training, and Predicting Algorithms for Neural Networks
Algorithmic decision making driven by neural networks has become very pr...
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10/10/2020
Scaling Guarantees for Nearest Counterfactual Explanations
Counterfactual explanations (CFE) are being widely used to explain algor...
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04/19/2020