Ian Covert

发表论文 20 篇 · 总被引 2569 次 · h-index 16

代表论文

• 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)
• Neural Granger Causality (2021 · IEEE Transactions on Pattern Analysis and Machine Intelligence · 被引 407)
• Explaining by Removing: A Unified Framework for Model Explanation (2020 · Journal of machine learning research · 被引 367)
• Improving KernelSHAP: Practical Shapley Value Estimation via Linear Regression (2020 · International Conference on Artificial Intelligence and Statistics · 被引 269)
• FastSHAP: Real-Time Shapley Value Estimation (2021 · International Conference on Learning Representations · 被引 197)