ML Anthology

SHAP@k: Efficient and Probably Approximately Correct (PAC) Identification of Top-K Features

Sanjay Kariyappa, Leonidas Tsepenekas, Freddy Lécué, Daniele Magazzeni
AAAI 2024 pp. 13068-13075
doi:10.1609/AAAI.V38I12.29205 /aaai/2024/kariyappa2024aaai-shap/
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Cite

Text

Kariyappa et al. "SHAP@k: Efficient and Probably Approximately Correct (PAC) Identification of Top-K Features." AAAI Conference on Artificial Intelligence, 2024. doi:10.1609/AAAI.V38I12.29205

Markdown

[Kariyappa et al. "SHAP@k: Efficient and Probably Approximately Correct (PAC) Identification of Top-K Features." AAAI Conference on Artificial Intelligence, 2024.](https://mlanthology.org/aaai/2024/kariyappa2024aaai-shap/) doi:10.1609/AAAI.V38I12.29205

BibTeX

@inproceedings{kariyappa2024aaai-shap,
  title     = {{SHAP@k: Efficient and Probably Approximately Correct (PAC) Identification of Top-K Features}},
  author    = {Kariyappa, Sanjay and Tsepenekas, Leonidas and Lécué, Freddy and Magazzeni, Daniele},
  booktitle = {AAAI Conference on Artificial Intelligence},
  year      = {2024},
  pages     = {13068-13075},
  doi       = {10.1609/AAAI.V38I12.29205},
  url       = {https://mlanthology.org/aaai/2024/kariyappa2024aaai-shap/}
}