Author name: Prabodh Katti, Houssem Sifaou, Sangwoo Park, Bipin Rajendran, Osvaldo Simeone

arXiv:2511.11362v2 Announce Type: replace
Abstract: On-device fine-tuning is a critical capability for edge AI systems, which must support adaptation to different agentic tasks under stringent memory constraints. Conventional backpropagation (BP)-base…