"Alhoniemi, Esa" - Selaus tekijän mukaan Julkaisut
-
Adaptive Weight Aggregation in Federated Learning for Brain Tumor Segmentation
Khan, Muhammad Irfan; Jafaritadi, Mojtaba; Alhoniemi, Esa; Kontio, Elina; Khan, Suleiman A.
Lecture notes in computer science (Springer, 2022)We introduce similarity weighted aggregation, a principled and efficient method for regularized weight aggregation in federated learning. Our method is adapted to non-IID collaborators and is simultaneously cost-efficient. ...