Privacy-Enhancing Collaborative Information Sharing through Federated Learning -- A Case of the Insurance Industry

Panyi Dong, Zhiyu Quan, Brandon Edwards +5

The report demonstrates the benefits (in terms of improved claims loss modeling) of harnessing the value of Federated Learning (FL) to learn a single model across multiple insuranc…