Le Peng

Federated Learning with Convex Global and Local Constraints

2023 · arXiv (Cornell University)

In practice, many machine learning (ML) problems come with constraints, and their applied domains involve distributed sensitive data that cannot be shared with others, e.g., in healthcare. Collaborative learning in such practical scenarios entails federated …