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Algorithmic bias detection and mitigation

Later in the paper, we discuss the trade-offs between fairness and accuracy in the mitigation of algorithmic bias , followed by a robust offering of self-regulatory best practices , public policy ...

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Algorithmic Bias Detection and Mitigation

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Publisher: Brookings Publication Year: 2019 Summary: The following article introduces a framework for algorithmic hygiene which lists specific causes of bias with best practices on how to recognize these biases and eliminate them. The paper also includes a questions template for identifying the impact of bias whenever you start a data-driven ...

Algorithmic bias detection and mitigation : Best practices and policies to reduce consumer harms Becka Rich Algorithmic bias detection and mitigation : Best practices and policies to reduce consumer harms This book, and all H2O books, are Creative Commons licensed for sharing and re-use with the exception of certain excerpts.

Algorithmic bias detection and mitigation

Algorithmic bias detection and mitigation : Best practices and policies to reduce consumer harms Individual Author (s) / Organizational Author Lee, Nicol Resnick, Paul

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