Federated Meta-Learning for Few-Shot Fault Diagnosis with Representation Encoding

no code implementations • 13 Oct 2023 • Jixuan Cui, Jun Li, Zhen Mei, Kang Wei, Sha Wei, Ming Ding, Wen Chen, Song Guo

However, the domain discrepancy and data scarcity problems among clients deteriorate the performance of the global FL model.

Federated Learning Meta-Learning +1

Vertical Federated Learning: Challenges, Methodologies and Experiments

no code implementations • 9 Feb 2022 • Kang Wei, Jun Li, Chuan Ma, Ming Ding, Sha Wei, Fan Wu, Guihai Chen, Thilina Ranbaduge

As a special architecture in FL, vertical FL (VFL) is capable of constructing a hyper ML model by embracing sub-models from different clients.

Vertical Federated Learning