Know Your Data to Harness Federated Machine Learning – MIT Sloan Management Review

This is how Switzerland-based Zurich Insurance Group was able to improve a predictive algorithm with data from Orange, a British telecommunications company. Using a commercial federated learning platform, Zurich’s algorithm could be trained, and its predictive capabilities improved, without the need for Orange to release any data. The collaboration led to a 30% improvement in the AI system’s predictions, which translated into a significant revenue increase for Zurich. For Orange, it […]
Know Your Data to Harness Federated Machine Learning – MIT Sloan Management Review