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Classical FL

Name Download Publish Paper Link Remark
FedAvg source code AISTAS 2017 Click
FedProx source code MLSys 2020 Click Data Heterogeneity / Incomplete Updates
FedNova source code NIPS 2020 Click Incomplete Updates
Scaffold source code ICML 2020 Click Data Heterogeneity/ Client Dropout
FedDyn source code ICLR 2021 Click Data Heterogeneity
FedAvgM source code arxiv 2019 Click Data Heterogeneity
AFL source code ICML 2019 Click Fairness
qFedAvg source code ICLR 2020 Click Fairness
FedMGDA+ source code IEEE TNSE 2022 Click Fairness / Robustness
FedFV source code IJCAI 2021 Click Fairness
FedFa source code Information Sciences 2022 Click Fairness
MIFA source code NIPS 2021 Click Client Availability
PowerOfChoice source code arxiv 2021 Click Data Heterogeneity / Client Availability
FedGS source code AAAI 2023 Click Data Heterogeneity / Client Availability
Clustered Sampling source code ICML 2021 Click Data Heterogeneity
MOON source code Click Data Heterogeneity