publications

2026

  1. Generating Directed Graphs with Dual Attention and Asymmetric Encoding
    Alba Carballo-Castro, Manuel Madeira, Yiming Qin, Dorina Thanou, and 1 more author
    International Conference on Learning Representations (ICLR), 2026
    arXiv PDF

2024

  1. Exploiting Interpretable Capabilities with Concept-Enhanced Diffusion and Prototype Networks
    Alba Carballo-Castro, Sonia Laguna, Moritz Vandenhirtz, and Julia E. Vogt
    NeurIPS 2024 Workshop on Interpretable AI (Oral), 2024
    arXiv PDF

2022

  1. Phase transitions in a simple model of focal stroke imitate recovery and suggest neurorehabilitation strategies
    Alba Carballo-Castro, and Luis F. Seoane
    bioRxiv, 2022
    DOI PDF
  2. Explainability and Causality in Machine Learning through Shapley Values
    Alba Carballo-Castro
    Bachelor’s Thesis, University of Seville, 2022
    PDF

2019

  1. Christine Ladd-Franklin, un referente a conocer
    Alba Carballo-Castro, and Juan Núñez Valdés
    In "Nuevos debates para la comunicación y la filosofía", Chapter IV, p. 61-80, 2019
    PDF

2018

  1. Olga Taussky-Todd. Matemática en un siglo de hombres
    Juan Núñez Valdés, and Alba Carballo-Castro
    Investigación y género. Reflexiones desde la investigación para avanzar en igualdad : VII Congreso Universitario Internacional Investigación y Género, 2018
    PDF