Scott M. Lundberg

发表论文 50 篇 · 总被引 55805 次 · h-index 29

代表论文

• From Local Explanations to Global Understanding with Explainable AI for Trees (2020 · Nature Machine Intelligence · 被引 8437)
• Sparks of Artificial General Intelligence: Early experiments with GPT-4 (2023 · arXiv.org · 被引 4336)
• Algorithms to estimate Shapley value feature attributions (2022 · Nature Machine Intelligence · 被引 469)
• Understanding Global Feature Contributions With Additive Importance Measures (2020 · Neural Information Processing Systems · 被引 447)
• Explaining by Removing: A Unified Framework for Model Explanation (2020 · Journal of machine learning research · 被引 367)
• Improving performance of deep learning models with axiomatic attribution priors and expected gradients (2020 · Nature Machine Intelligence · 被引 361)