| 12423599 |
Efficient and accurate regional explanation technique for NLP models |
Zahra Zohrevand, Tayler Hetherington, Yasha Pushak, Sanjay Jinturkar, Nipun Agarwal |
2025-09-23 |
| 12380357 |
Efficient and scalable computation of global feature importance explanations |
Tayler Hetherington, Zahra Zohrevand, Sanjay Jinturkar, Nipun Agarwal |
2025-08-05 |
| 12265889 |
Systematic approach for explaining machine learning predictions |
Tayler Hetherington, Zahra Zohrevand, Sanjay Jinturkar, Nipun Agarwal |
2025-04-01 |
| 11720751 |
Global, model-agnostic machine learning explanation technique for textual data |
Zahra Zohrevand, Tayler Hetherington, Yasha Pushak, Sanjay Jinturkar, Nipun Agarwal |
2023-08-08 |
| 11687540 |
Fast, approximate conditional distribution sampling |
Yasha Pushak, Tayler Hetherington, Zahra Zohrevand, Sanjay Jinturkar, Nipun Agarwal |
2023-06-27 |
| 11531915 |
Method for generating rulesets using tree-based models for black-box machine learning explainability |
Tayler Hetherington, Zahra Zohrevand, Onur Kocberber, Sam Idicula, Nipun Agarwal |
2022-12-20 |