Sökning: "Oskar Nordenfors"

Hittade 2 uppsatser innehållade orden Oskar Nordenfors.

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

   Master-uppsats, Umeå universitet/Institutionen för matematik och matematisk statistik

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

   Sammanfattning : 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. ... LÄS MER

3. 2. The Riesz-Thorin Interpolation Theorem

   Kandidat-uppsats, Umeå universitet/Institutionen för matematik och matematisk statistik

   Författare :Oskar Nordenfors; [2018]
   Nyckelord :;

   Sammanfattning : In this essay we present some elementary measure theory and some theory of Lp-spaces with the goal of proving the Riesz-Thorin interpolation theorem. ... LÄS MER