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stat.ML2023
AI and ethics in insurance: a new solution to mitigate proxy discrimination in risk modeling
Marguerite Sauce, Antoine Chancel, Antoine Ly
The development of Machine Learning is experiencing growing interest from the general public, and in recent years there have been numerous press articles questioning its objectivit…
stat.ML2022★ 2 cited
Applying Machine Learning to Life Insurance: some knowledge sharing to master it
Antoine Chancel, Laura Bradier, Antoine Ly +3
Machine Learning permeates many industries, which brings new source of benefits for companies. However within the life insurance industry, Machine Learning is not widely used in pr…