Search Results for author: Xingjian Cao

Found 2 papers, 1 papers with code

PerFED-GAN: Personalized Federated Learning via Generative Adversarial Networks

no code implementations18 Feb 2022 Xingjian Cao, Gang Sun, Hongfang Yu, Mohsen Guizani

Due to the differences of clients, a single global model may not perform well on all clients, so the personalized federated learning method, which trains a personalized model for each client that better suits its individual needs, becomes a research hotspot.

Personalized Federated Learning

Cross-Silo Heterogeneous Model Federated Multitask Learning

1 code implementation17 Feb 2022 Xingjian Cao, Zonghang Li, Gang Sun, Hongfang Yu, Mohsen Guizani

CoFED is a federated learning method that is compatible with heterogeneous models, tasks, and training processes.

Federated Learning Multi-Task Learning

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