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Algorithmic Bias Detection and Mitigation: Best Practices and Policies to Reduce Consumer Harms
lnbressa
Author: Nicole Turner Lee, Paul Resnick, Genie Barton; Publisher: Brookings; Publication Year: 2019. 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…
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3 Ways to Spot a Bad Statistic
lnbressa
Author: Mona Chalabi; Publisher: TED; Publication Year: N/A. The following article warns us of the dangers of misleading statistics and the lack of accountability and incentives that private companies have to produce reliable stats. It encourages us to always check the data collection methods to validate any statistical claims. Misinformed or misguided insights start with…
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