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AbstractTo address the rising concern that algorithmic decision-making may reinforce discriminatory biases, researchers have proposed many notions of fairness and corresponding mathematical...

General Article Algorithmic fairness Mortgage discrimination Fairness trade-offs Machine Learning Technology ethics

Abstract: To address the rising concern that algorithmic decision-making may reinforce discriminatory biases, researchers have proposed many notions of fairness and corresponding mathematical formalizations. Each of these...

General Article Algorithmic fairness Mortgage discrimination Fairness trade-offs Machine Learning Technology ethics