23 citations · 28 across the 2 of their papers we have counts for
2 papers
cs.LG2021★ 5 cited
Failure Prediction in Production Line Based on Federated Learning: An Empirical Study
Ning Ge, Guanghao Li, Li Zhang +1
Data protection across organizations is limiting the application of centralized learning (CL) techniques. Federated learning (FL) enables multiple participants to build a learning…
cs.LG2020★ 23 cited
A Systematic Literature Review on Federated Learning: From A Model Quality Perspective
Yi Liu, Li Zhang, Ning Ge +1
As an emerging technique, Federated Learning (FL) can jointly train a global model with the data remaining locally, which effectively solves the problem of data privacy protection…