Interpretable Causal Representation Learning for Biological Data in the Pathway Space.

Xabier Martinez de Morentin Jesus de la Fuente Cedeño Robert Lehmann 0002 Carlos Ruiz-Arenas Jan Voges Irene Marín-Goñi Xabier Martinez de Morentin David Gomez-Cabrero Idoia Ochoa Jesper Tegnér Vincenzo Lagani Mikel Hernaez Interpretable Causal Representation Learning for Biological Data in the Pathway Space. 2025 ICLR https://openreview.net/forum?id=3Fgylj4uqL conf/iclr/2025 db/conf/iclr/iclr2025.html#Cedeno0RVMMGOTL25

Jesus de la Fuente Robert Lehmann 0002 Carlos Ruiz-Arenas Jan Voges Irene Marín-Goñi Xabier Martinez de Morentin David Gomez-Cabrero Idoia Ochoa Jesper Tegnér Vincenzo Lagani Mikel Hernaez Interpretable Causal Representation Learning for Biological Data in the Pathway Space. 2025 June abs/2506.12439 CoRR https://doi.org/10.48550/arXiv.2506.12439 db/journals/corr/corr2506.html#abs-2506-12439 streams/journals/corr

Xabier Martinez de Morentin Sumeer Ahmad Khan Robert Lehmann 0002 Sally Sisi Qu Alberto Maillo Narsis A. Kiani Felipe Prósper Jesper Tegnér David Gomez-Cabrero LIBRA: an adaptative integrative tool for paired single-cell multi-omics data. 246-259 2023 September 11 Quant. Biol. 3 https://doi.org/10.15302/j-qb-022-0318 db/journals/quanbio/quanbio11.html#MartinezdemorentinKLQMKPTG23

Jesus de la Fuente CedeñoJesus de la Fuente David Gomez-Cabrero Mikel Hernaez Sumeer Ahmad Khan Narsis A. Kiani Vincenzo Lagani Robert Lehmann 0002 Alberto Maillo Irene Marín-Goñi Idoia Ochoa Felipe Prósper Sally Sisi Qu Carlos Ruiz-Arenas Jesper Tegnér Jan Voges