Adaptive Selection of LoRA Components in Privacy-Preserving Federated Learning
arXiv:2605.05769v1 Announce Type: cross
Abstract: Differentially private federated fine-tuning of large models with LoRA suffers from aggregation error caused by LoRA’s multiplicative structure, which is further amplified by DP noise and degrades both…