Xiaofeng Jiang

RCEFL: Reputation-based Communication-aware Optimization of Federated Learning

2024

Federated learning (FL) is a privacy-preserving distributed machine learning paradigm, where multiple devices holding local datasets collaborate to train a general global model without disclosing data. Instead of submitting raw data as in centralized training, …