Interpretable Causal Representation Learning for Biological Data in the Pathway Space. - Jesus de la Fuente Cedeño; Robert Lehmann 002; Carlos Ruiz-Arenas; Jan Voges; Irene Marín-Goñi; Xabier Martinez de Morentin; David Gomez-Cabrero; Idoia Ochoa; Jesper Tegnér; Vincenzo Lagani; Mikel Hernaez (ICLR, 2025)