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Standards for the Control of Algorithmic Bias: The Canadian Administrative Context Natalie Heisler, Maura R. Grossman ebook
- Page: 108
- Format: pdf / epub / kindle
- ISBN: 9781032550244
- Publisher: CRC Press
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Overview Governments around the world use machine learning in automated decision-making systems for a broad range of functions. However, algorithmic bias in machine learning can result in automated decisions that produce disparate impact and may compromise Charter guarantees of substantive equality. This book seeks to answer the question: what'standards should be applied to machine learning to mitigate disparate impact in government use of automated decision-making? The regulatory landscape for...