Mix2FLD: Downlink Federated Learning After Uplink Federated Distillation With Two-Way Mixup

Seungeun Oh, Jihong Park, Eunjeong Jeong +3

This letter proposes a novel communication-efficient and privacy-preserving distributed machine learning framework, coined Mix2FLD. To address uplink-downlink capacity asymmetry, l…