Fair Algorithm

Bias Isn’t the Only Problem with Credit Scores—and No, AI Can’t Help

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Author: Will Douglas Heaven; Publisher: MIT Technology Review; Publication Year: 2021. The following article discusses how it is a known fact that biased algorithms affect automatic decision-making processes. To fix this problem, many researchers and start-ups are working to build fairer algorithms. The author, however, claims that building a fair algorithm is not enough because low-income and minority groups represent a very small…

How Inclusive Machine Learning Can Benefit Your Organization

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Author: Christopher Tozzi; Publisher: ITPro Today; Publication Year: 2022. The following article discusses how businesses have started putting more of an “inclusive” focus on machine learning models to avoid bias and error while creating models. The article shares several benefits to an inclusive approach. These include reaching more users, having happier users, less complaints, less support…