Authors and Citation

Authors

• Marvin N. Wright. Author, maintainer.

• Joseph Theo Meyer. Author.

• Munir Hiabu. Author.

• Lukas Burk. Author.

• Jinyang Liu. Author.

Citation

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.

@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},
}

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.

@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},
}