Yiming Qian

Reliable Federated Disentangling Network for Non-IID Domain Feature

2023 · arXiv (Cornell University)

Federated learning (FL), as an effective decentralized distributed learning approach, enables multiple institutions to jointly train a model without sharing their local data. However, the domain feature shift caused by different acquisition devices/clients substantially degrades …