This repository is my research work in Aug. 2021 - Sep. 2021 at NAIST under the supervision of Prof. Kohei Ichikawa and Prof. Keichi Takahashi.
I made the following algorithms work in the HPC environment of NAIST with FedML.
| name | code | reference |
|---|---|---|
| FedAVG | code | paper |
| FedProf | code | paper |
| FOCUS | code | paper |
| FoolsGold | code | paper |
| FreeRider | code | paper |
| STDDAGMM | code | paper |
| RFFL | code | paper |
| Quality Inference | code | paper |
Sample: CIFAR-10
cd scripts/distributed
sh distributed_pipeline.sh config/cifar10.sh