Data Ethics Repository

Tag: Unfairness Mitigation

Fairlearn

Algorithms, Artificial Intelligence, Fairlearn, Fairness, Unfairness Mitigation

Author: Miro Dudik; Publisher: Fairlearn; Publication Year: N/A. The following tool is Fairlearn which is a open-source project that helps data scientists improve fairness of their artificial intelligence (AI) systems. It includes a python library…
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Responsible AI Dashboard: A One-Stop Shop for Operationalizing Responsible AI in Practice

Artificial Intelligence, Casual Inference, Counterfactual Analysis, Error Analysis, Machine Learning, Unfairness Assessment, Unfairness Mitigation

Author: Mehrnoosh Sameki; Publisher: Microsoft; Publication Year: 2021. The following dashboard can be used to make sure data scientists ethically and responsibly take the correct approach towards artificial intelligence or machine learning. “A single pane…
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