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