358 citations · 1.1k across the 26 of their papers we have counts for
Showing 2020Show all
2 papers · 1 filter
cs.LG2020★ 62 cited
FedCVT: Semi-supervised Vertical Federated Learning with Cross-view Training
Yan Kang, Yang Liu, Xinle Liang
Federated learning allows multiple parties to build machine learning models collaboratively without exposing data. In particular, vertical federated learning (VFL) enables particip…
cs.LG2020★ 354 cited
FedML: A Research Library and Benchmark for Federated Machine Learning
Chaoyang He, Songze Li, Jinhyun So +17
Federated learning (FL) is a rapidly growing research field in machine learning. However, existing FL libraries cannot adequately support diverse algorithmic development; inconsist…