Essays about: "Fredrik Peteri Harr"

Found 1 essay containing the words Fredrik Peteri Harr.

  1. 1. Effects of Local Data Distortion in Federated Learning

    University essay from Umeå universitet/Institutionen för datavetenskap

    Author : Fredrik Peteri Harr; [2022]
    Keywords : federated learning; machine learning; neural networks; distortion;

    Abstract : This study explored how clients with distorted data affected the Federated Learning process using the FedAvg and FedProx algorithms. Different amounts of the three distortions, Translation, Rotation, and Blur, were tested using three different Machine Learning models. READ MORE