2 papers
cs.LG2024
Delayed Random Partial Gradient Averaging for Federated Learning
Xinyi Hu
Federated learning (FL) is a distributed machine learning paradigm that enables multiple clients to train a shared model collaboratively while preserving privacy. However, the scal…
cs.LG2024
Version age-based client scheduling policy for federated learning
Xinyi Hu, Nikolaos Pappas, Howard H. Yang
Federated Learning (FL) has emerged as a privacy-preserving machine learning paradigm facilitating collaborative training across multiple clients without sharing local data. Despit…