Patrick Kolpaczki

发表论文 12 篇 · 总被引 240 次 · h-index 7

代表论文

SHAP-IQ: Unified Approximation of any-order Shapley Interactions (2023 · Neural Information Processing Systems · 被引 75)
shapiq: Shapley Interactions for Machine Learning (2024 · Neural Information Processing Systems · 被引 68)
Approximating the Shapley Value without Marginal Contributions (2023 · AAAI Conference on Artificial Intelligence · 被引 53)
KernelSHAP-IQ: Weighted Least-Square Optimization for Shapley Interactions (2024 · International Conference on Machine Learning · 被引 25)
SVARM-IQ: Efficient Approximation of Any-order Shapley Interactions through Stratification (2024 · International Conference on Artificial Intelligence and Statistics · 被引 17)
Non-Stationary Dueling Bandits (2022 · arXiv.org · 被引 8)