Publications
  1. Diffusion representations for fine-grained image classification: a marine plankton case study.
    A. Nieto Juscafresa, Á. Mazcuñán Herreros and J. Sullivan.
    arXiv:2601.13416, 2026.
    [abstract] [PDF]

  2. Learning incomplete factorization preconditioners for GMRES.
    P. Häusner, A. Nieto Juscafresa and J. Sjölund.
    Northern Lights Deep Learning Conference (NLDL), PMLR 265:85-99, 2025.
    [proceedings] [arXiv] [code] [slides, PDF, 672K]

  3. Graph neural network-based preconditioners for optimizing GMRES.
    A. Nieto Juscafresa.
    Master's thesis, Uppsala University, 2024.
    [thesis] [code] [slides, PDF, 3.3M]

  4. An introduction to explainable artificial intelligence with LIME and SHAP.
    A. Nieto Juscafresa.
    Bachelor's thesis, University of Barcelona, 2022.
    [thesis] [code] [slides, PDF, 3.6M]

The full, up-to-date list is on Google Scholar.


You found the old-school version of this site. Back to the modern one.
Last modified: · This page is best viewed with any browser.