Essays about: "Oskar Nordenfors"

Found 2 essays containing the words Oskar Nordenfors.

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

3. 2. The Riesz-Thorin Interpolation Theorem

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

   Author : Oskar Nordenfors; [2018]
   Keywords : ;

   Abstract : 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. ... READ MORE