Model Risk in the Era of Deep Learning

October 17, 2019

Machine-learning models have been introduced to support decision-making at insurance companies. Ronald Richman, Nicolai von Rummell and Mario V. Wuthrich examine the risks these models present and explain how they differ from established actuarial models.

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