Essays about: "Nikolaos Tatarakis"

Found 1 essay containing the words Nikolaos Tatarakis.

  1. 1. Differentially Private Federated Learning

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Nikolaos Tatarakis; [2019]
    Keywords : ;

    Abstract : Federated Learning is a way of training neural network models in a decentralized manner; It utilizes several participating devices (that hold the same model architecture) to learn, independently, a model on their local data partition. These local models are then aggregated (in parameter domain), achieving equivalent performance as if the model was trained centrally. READ MORE