Browsing by Contributor "USC Viterbi School of Engineering"

Now showing items 1-2 of 2

    • A graph signal processing solution for defective directed graphs 

      Barrufet Ribes, Júlia (Universitat Politècnica de Catalunya, 2020-06-29)
      Bachelor thesis
      Open Access
      Covenantee:   USC Viterbi School of Engineering
      The main purpose of this thesis is to nd a method that allows to systematically adapt GSP techniques so they can be used on most non-diagonalizable graph operators. In Chapter 1 we begin by presenting the framework in ...

    • Improved neural network generalization using channel-wise NNK graph constructions 

      Bonet Solé, David (Universitat Politècnica de Catalunya, 2021-06)
      Bachelor thesis
      Open Access
      Covenantee:   USC Viterbi School of Engineering
      State-of-the-art neural network architectures continue to scale in size and deliver impressive results on unseen data points at the expense of poor interpretability. In the deep layers of these models we often encounter ...