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Tracking Machine Learning Bias in Traditional and Online Lending Systems with Covariance Analysis.
Discover how Machine Learning algorithms embedded in online banking services can result in biased decisions towards certain groups, impacting credit cards, car loans, and mortgages. A new approach based on covariance analysis has been proposed to reduce bias while maintaining overall performance. By removing sensitive attributes, this innovative approach can improve fairness in decision-making processes and create a more equitable future for everyone.
Three Artificial Intelligence Stocks with Enormous Growth Prospects in 2023
Discover the top 3 AI stocks that could make all the difference in your portfolio this year, such as Microsoft (MSFT), The Trade Desk (TTD), & Upstart (UPST). Investing in quality AI stocks could add value to your portfolio and help you achieve your financial goals. Make sure to do your due diligence & research to make the most out of your investments.