Essays about: "splitNN"

Found 1 essay containing the word splitNN.

  1. 1. Decentralized machine learning on massive heterogeneous datasets : A thesis about vertical federated learning

    University essay from Uppsala universitet/Avdelningen för systemteknik

    Author : Oskar Lundberg; [2021]
    Keywords : machine learning; federated learning; vertical federated learning; splitNN; decentralized machine learning; vFL; artificial intelligence;

    Abstract : The need for a method to create a collaborative machine learning model which can utilize data from different clients, each with privacy constraints, has recently emerged. This is due to privacy restrictions, such as General Data Protection Regulation, together with the fact that machine learning models in general needs large size data to perform well. READ MORE