Martin Jullum

发表论文 41 篇 · 总被引 1478 次 · h-index 14

代表论文

• A comparative study of methods for estimating model-agnostic Shapley value explanations (2023 · Data mining and knowledge discovery · 被引 39)
• groupShapley: Efficient prediction explanation with Shapley values for feature groups (2021 · arXiv.org · 被引 39)
• Finding Money Launderers Using Heterogeneous Graph Neural Networks (2023 · Journal of Finance and Data Science · 被引 27)
• Using Shapley Values and Variational Autoencoders to Explain Predictive Models with Dependent Mixed Features (2021 · Journal of machine learning research · 被引 27)
• Explaining predictive models using Shapley values and non-parametric vine copulas (2021 · Dependence Modeling · 被引 23)
• Comparison of Contextual Importance and Utility with LIME and Shapley Values (2021 · EXTRAAMAS@AAMAS · 被引 18)