04:00
2026-08-12
arxiv.org
machine-learning
SeFoRA: Sketch-Aggregated Federated Low-Rank Adaptation with Heterogeneous Client Ranks
Researchers propose SeFoRA, a sketch-aggregated federated low-rank adaptation algorithm that enables direct aggregation of client updates with heterogeneous LoRA ranks, alleviating bilinear mismatch a…