Cite HyperSHAP

If you use HyperSHAP in your research, please cite the original paper:

Citation String

Wever et al., (2025). HyperSHAP: Shapley Values and Interactions for Hyperparameter Importance. CoRR, abs/2502.01276, https://doi.org/10.48550/ARXIV.2502.01276.

Bibtex

@article{wever-arxiv25,
  author       = {Marcel Wever and
                  Maximilian Muschalik and
                  Fabian Fumagalli and
                  Marius Lindauer},
  title        = {HyperSHAP: Shapley Values and Interactions for Hyperparameter Importance},
  journal      = {CoRR},
  volume       = {abs/2502.01276},
  year         = {2025},
  doi          = {10.48550/ARXIV.2502.01276},
}

The paper introduces the underlying game-theoretic framework and demonstrates its usefulness for HPO explainability.