Ju Sun

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 …

A Blockchain-based Smart Contract Model for Secured Energy Trading management in Smart Microgrids

2024

The extension of emerging renewable energy sources such as wind and water turbines, solar panels, and the increasing usage of electric vehicles requires the supply and distribution of energy in a small device on local …