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    • 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. ...