Calibrating Federated Models for Reliable Mobile Edge Deployment
Assembled Projection Heads (APH) is proposed, a plug-and-play and communication-free head-ensemble framework that improves calibration by introducing controllable diversity while incurring negligible training and inference overhead, and Low-Rank Adaptation (LoRA)-based APH is developed, which replaces full projection h...
Jin-Qian Chen, Ji-Hua Zhu, Wen-Biao Yan et al.
· IEEE Transactions on Mobile... · 1 citation