Approximating the Shapley Value without Marginal Contributions P Kolpaczki, V Bengs, M Muschalik, E Hüllermeier AAAI Conference on Artificial Intelligence (AAAI 2024), 2024 | 8 | 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), 2024 | 8 | 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 |
KernelSHAP-IQ: Weighted Least-Square Optimization for Shapley Interactions F Fumagalli, M Muschalik, P Kolpaczki, E Hüllermeier, B Hammer arXiv preprint arXiv:2405.10852, 2024 | | 2024 |
SVARM-IQ: Efficient Approximation of Any-order Shapley Interactions through Stratification P Kolpaczki, M Muschalik, F Fumagalli, B Hammer, E Hüllermeier International Conference on Artificial Intelligence and Statistics (AISTATS …, 2024 | | 2024 |