Yiming Lin

Device-Performance-Driven Heterogeneous Multiparty Learning for Arbitrary Images

2023 · IEEE Transactions on Neural Networks and Learning Systems

Multiparty learning (MPL) is an emerging framework for privacy-preserving collaborative learning. It enables individual devices to build a knowledge-shared model and remaining sensitive data locally. However, with the continuous increase of users, the heterogeneity gap …