Tehrim Yoon

FedMix: Approximation of Mixup under Mean Augmented Federated Learning

Federated learning (FL) allows edge devices to collectively learn a model without directly sharing data within each device, thus preserving privacy and eliminating the need to store data globally. While there are promising results under the assumption of independent and identically distributed (iid)…