Fair lending needs explainable models for responsible recommendation

09/12/2018

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by   Jiahao Chen, et al.

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The financial services industry has unique explainability and fairness challenges arising from compliance and ethical considerations in credit decisioning. These challenges complicate the use of model machine learning and artificial intelligence methods in business decision processes.