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An Empirical Study of Accuracy, Fairness, Explainability, Distributional Robustness, and Adversarial Robustness


Sep 29, 2021
Moninder Singh, Gevorg Ghalachyan, Kush R. Varshney, Reginald E. Bryant

* presented at the 2021 KDD Workshop on Measures and Best Practices for Responsible AI 

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Preservation of Anomalous Subgroups On Machine Learning Transformed Data


Nov 09, 2019
Samuel C. Maina, Reginald E. Bryant, William O. Goal, Robert-Florian Samoilescu, Kush R. Varshney, Komminist Weldemariam

* 5 pages, 3 figures, 2 tables, submitted to icassp 2019 

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