Model Risk in the Era of Deep Learning

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.

November 29, 2021

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