Su-In Lee

发表论文 123 篇 · 总被引 58199 次 · h-index 46

代表论文

• Algorithms to estimate Shapley value feature attributions (2022 · Nature Machine Intelligence · 被引 469)
• Explaining a series of models by propagating Shapley values (2021 · Nature Communications · 被引 264)
• Interpretable machine learning prediction of all-cause mortality (2022 · Communications Medicine · 被引 92)
• Learning to Maximize Mutual Information for Dynamic Feature Selection (2023 · International Conference on Machine Learning · 被引 73)
• Learning to Estimate Shapley Values with Vision Transformers (2022 · International Conference on Learning Representations · 被引 63)
• Isolating salient variations of interest in single-cell data with contrastiveVI (2021 · bioRxiv · 被引 56)