Directed Semi-Simplicial Learning with Applications to Brain Activity Decoding - Lecha, Manuel; Cavallo, Andrea; Dominici, Francesca; Levi, Ran; Del Bue, Alessio; Isufi, Elvin; Morerio, Pietro; Battiloro, Claudio (International Conference on Learning Representations, 2026)