Concept-Based Explainability for an EEG Transformer Model. - Anders Gjølbye Madsen; William Theodor Lehn-Schiøler; Áshildur Jónsdóttir; Bergdís Arnardóttir; Lars Kai Hansen (MLSP, 2023)

Speed: Scalable Preprocessing of EEG Data for Self-Supervised Learning. - Anders Gjølbye Madsen; Lina Skerath; William Theodor Lehn-Schiøler; Nicolas Langer; Lars Kai Hansen (MLSP, 2024)

Minimizing False-Positive Attributions in Explanations of Non-Linear Models. - Anders Gjølbye Madsen; Stefan Haufe; Lars Kai Hansen (CoRR, 2025)