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Suresh Venkatasubramanian

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S9-042025-2911909

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📚 Publications (1)

A Framework for Ethical Algorithm Auditing in Machine Learning Models Deployed in Criminal Justice Systems Based on Fairness Constraints and Counterfactual Explanations
Journal: ISCSITR - International Journal of Machine Learning • August 2023
As machine learning (ML) models are increasingly integrated into criminal justice systems (CJS), concerns around algorithmic fairness, accountability, and transparency have intensified. This paper pro...
Algorithmic fairness Counterfactual explanations Ethical ai Criminal justice Algorithm auditing Machine learning governance
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