‪Patrick Kolpaczki‬ - ‪Google Scholar‬

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Co-authors

Eyke HüllermeierProfessor of Computer Science, Paderborn UniversityVerified email at upb.de
Viktor BengsLMU MunichVerified email at lmu.de
Maximilian MuschalikPhD. Candidate, LMU MunichVerified email at lmu.de
Fabian FumagalliPhd Candidate - Bielefeld UniversityVerified email at techfak.uni-bielefeld.de
Barbara HammerProfessor, Bielefeld UniversityVerified email at techfak.uni-bielefeld.de

Patrick Kolpaczki

Patrick Kolpaczki

PhD. Candidate, Paderborn University

Verified email at upb.de

Shapley Value Cooperative Games Explainable AI


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Approximating the Shapley Value without Marginal Contributions P Kolpaczki, V Bengs, M Muschalik, E Hüllermeier AAAI Conference on Artificial Intelligence (AAAI 2024) 38, 2024	7	2024
SHAP-IQ: Unified Approximation of any-order Shapley Interactions F Fumagalli, M Muschalik, P Kolpaczki, E Hüllermeier, B Hammer Advances in Neural Information Processing Systems (NeurIPS 2023) 36, 2024	6	2024
Non-stationary Dueling Bandits P Kolpaczki, V Bengs, E Hüllermeier arXiv preprint arXiv:2202.00935, 2022	5	2022
Identifying Top-k Players in Cooperative Games via Shapley Bandits P Kolpaczki, V Bengs, E Hüllermeier LWDA, 133-144, 2021	2	2021
SVARM-IQ: Efficient Approximation of Any-order Shapley Interactions through Stratification P Kolpaczki, M Muschalik, F Fumagalli, B Hammer, E Hüllermeier arXiv preprint arXiv:2401.13371, 2024		2024

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