AI Singapore's Journey into the World of Federated Learning

AI Singapore's Journey into the World of Federated Learning

Explore AI Singapore's journey into federated learning in this 32-minute talk. Discover how federated learning addresses data privacy concerns and regulatory compliance while enabling cross-organizational machine learning. Learn about Synergos, AI Singapore's system for federated learning, and its key components. Gain insights into the challenges of data sharing, the benefits of decentralized training, and the potential applications in healthcare and other industries. Understand the roadmap for federated learning implementation and its impact on the future of privacy-preserving AI.