---
_id: '61228'
author:
- first_name: Maximilian
  full_name: Muschalik, Maximilian
  last_name: Muschalik
- first_name: Hubert
  full_name: Baniecki, Hubert
  last_name: Baniecki
- first_name: Fabian
  full_name: Fumagalli, Fabian
  id: '93420'
  last_name: Fumagalli
- first_name: Patrick
  full_name: Kolpaczki, Patrick
  last_name: Kolpaczki
- first_name: Barbara
  full_name: Hammer, Barbara
  last_name: Hammer
- first_name: Eyke
  full_name: Huellermeier, Eyke
  id: '48129'
  last_name: Huellermeier
citation:
  ama: 'Muschalik M, Baniecki H, Fumagalli F, Kolpaczki P, Hammer B, Huellermeier
    E. shapiq: Shapley interactions for machine learning. In: <i>Advances in Neural
    Information Processing Systems (NeurIPS)</i>. Vol 37. ; 2024:130324–130357.'
  apa: 'Muschalik, M., Baniecki, H., Fumagalli, F., Kolpaczki, P., Hammer, B., &#38;
    Huellermeier, E. (2024). shapiq: Shapley interactions for machine learning. <i>Advances
    in Neural Information Processing Systems (NeurIPS)</i>, <i>37</i>, 130324–130357.'
  bibtex: '@inproceedings{Muschalik_Baniecki_Fumagalli_Kolpaczki_Hammer_Huellermeier_2024,
    title={shapiq: Shapley interactions for machine learning}, volume={37}, booktitle={Advances
    in Neural Information Processing Systems (NeurIPS)}, author={Muschalik, Maximilian
    and Baniecki, Hubert and Fumagalli, Fabian and Kolpaczki, Patrick and Hammer,
    Barbara and Huellermeier, Eyke}, year={2024}, pages={130324–130357} }'
  chicago: 'Muschalik, Maximilian, Hubert Baniecki, Fabian Fumagalli, Patrick Kolpaczki,
    Barbara Hammer, and Eyke Huellermeier. “Shapiq: Shapley Interactions for Machine
    Learning.” In <i>Advances in Neural Information Processing Systems (NeurIPS)</i>,
    37:130324–130357, 2024.'
  ieee: 'M. Muschalik, H. Baniecki, F. Fumagalli, P. Kolpaczki, B. Hammer, and E.
    Huellermeier, “shapiq: Shapley interactions for machine learning,” in <i>Advances
    in Neural Information Processing Systems (NeurIPS)</i>, 2024, vol. 37, pp. 130324–130357.'
  mla: 'Muschalik, Maximilian, et al. “Shapiq: Shapley Interactions for Machine Learning.”
    <i>Advances in Neural Information Processing Systems (NeurIPS)</i>, vol. 37, 2024,
    pp. 130324–130357.'
  short: 'M. Muschalik, H. Baniecki, F. Fumagalli, P. Kolpaczki, B. Hammer, E. Huellermeier,
    in: Advances in Neural Information Processing Systems (NeurIPS), 2024, pp. 130324–130357.'
date_created: 2025-09-11T15:39:01Z
date_updated: 2025-09-11T16:17:35Z
department:
- _id: '660'
intvolume: '        37'
language:
- iso: eng
page: 130324–130357
project:
- _id: '117'
  name: TRR 318 - Project Area C
- _id: '126'
  name: TRR 318 - Subproject C3
- _id: '109'
  name: 'TRR 318: Erklärbarkeit konstruieren'
publication: Advances in Neural Information Processing Systems (NeurIPS)
status: public
title: 'shapiq: Shapley interactions for machine learning'
type: conference
user_id: '93420'
volume: 37
year: '2024'
...