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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…
stat.ML2022
Model Transparency and Interpretability : Survey and Application to the Insurance Industry
Dimitri Delcaillau, Antoine Ly, Alize Papp +1
The use of models, even if efficient, must be accompanied by an understanding at all levels of the process that transforms data (upstream and downstream). Thus, needs increase to d…