The Challenges of Model Risk Management: Consumer Credit and Machine Learning

In this installment of the monthly podcast series on credit risk and model risk management, Fran Garritt, Director of Global Markets Risk and Securities Lending at RMA and Kevin Oden, Founder and Managing Partner of Kevin D. Oden & Associates and Managing Director of RMA’s Model Validation Consortium, define the role of bias and data in machine learning and AI, provide the contributing factors for bias in models, and offer best practices for firms regarding bias.

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