Federated Fine-Tuning of Foundation Models via Probabilistic Masking

Vasileios Tsouvalas, Yuki Asano, Aaqib Saeed

Foundation Models (FMs) have revolutionized machine learning with their adaptability and high performance across tasks; yet, their integration into Federated Learning (FL) is chall…