To cite glex in publications, please cite the method paper and, when using the default `weighting_method = "fastpd"`, the FastPD paper:

Hiabu M, Meyer JT, Wright MN (2023). “Unifying local and global model explanations by functional decomposition of low dimensional structures.” In Proceedings of The 26th International Conference on Artificial Intelligence and Statistics, volume 206 series Proceedings of Machine Learning Research, 7040–7060. https://proceedings.mlr.press/v206/hiabu23a.html.

Liu J, Steensgaard T, Wright MN, Pfister N, Hiabu M (2025). “Fast Estimation of Partial Dependence Functions using Trees.” In Proceedings of the 42nd International Conference on Machine Learning, volume 267 series Proceedings of Machine Learning Research, 39496–39534. https://proceedings.mlr.press/v267/liu25bm.html.

Corresponding BibTeX entries:

  @InProceedings{hiabu2023glex,
    title = {Unifying local and global model explanations by functional
      decomposition of low dimensional structures},
    author = {Munir Hiabu and Joseph T. Meyer and Marvin N. Wright},
    booktitle = {Proceedings of The 26th International Conference on
      Artificial Intelligence and Statistics},
    series = {Proceedings of Machine Learning Research},
    volume = {206},
    pages = {7040--7060},
    year = {2023},
    publisher = {PMLR},
    url = {https://proceedings.mlr.press/v206/hiabu23a.html},
  }

  @InProceedings{liu2025fastpd,
    title = {Fast Estimation of Partial Dependence Functions using
      Trees},
    author = {Jinyang Liu and Tessa Steensgaard and Marvin N. Wright
      and Niklas Pfister and Munir Hiabu},
    booktitle = {Proceedings of the 42nd International Conference on
      Machine Learning},
    series = {Proceedings of Machine Learning Research},
    volume = {267},
    pages = {39496--39534},
    year = {2025},
    publisher = {PMLR},
    url = {https://proceedings.mlr.press/v267/liu25bm.html},
  }