WrapperFL: A Model Agnostic Plug-in for Industrial Federated Learning

no code implementations • 21 Jun 2022 • Xueyang Wu, Shengqi Tan, Qian Xu, Qiang Yang

The experimental results demonstrate that WrapperFL can be successfully applied to a wide range of applications under practical settings and improves the local model with federated learning at a low cost.

BIG-bench Machine Learning Ensemble Learning +2

An Efficient Industrial Federated Learning Framework for AIoT: A Face Recognition Application

no code implementations • 21 Jun 2022 • Youlong Ding, Xueyang Wu, Zhitao Li, Zeheng Wu, Shengqi Tan, Qian Xu, Weike Pan, Qiang Yang

Recently, the artificial intelligence of things (AIoT) has been gaining increasing attention, with an intriguing vision of providing highly intelligent services through the network connection of things, leading to an advanced AI-driven ecology.

Face Recognition Federated Learning +1