Essays about: "rademachers"

Found 1 essay containing the word rademachers.

  1. 1. A Literature Study Concerning Generalization Error Bounds for Neural Networks via Rademacher Complexity

    University essay from Umeå universitet/Institutionen för matematik och matematisk statistik

    Author : Oskar Nordenfors; [2021]
    Keywords : machine; learning; neural; networks; generalization; error; rademacher; complexity; maskininlärning; neurala; nätverk; generaliseringfel; rademachers; komplexitet;

    Abstract : In this essay some fundamental results from the theory of machine learning and neural networks are presented, with the goal of finally discussing bounds on the generalization error of neural networks, via Rademacher complexity. ... READ MORE