Accurate shapley values for explaining tree-based models SI Amoukou, T Salaün, N Brunel International conference on artificial intelligence and statistics, 2448-2465, 2022 | 21* | 2022 |
Adaptive conformal prediction by reweighting nonconformity score SI Amoukou, NJB Brunel arXiv preprint arXiv:2303.12695, 2023 | 6 | 2023 |
Consistent Sufficient Explanations and Minimal Local Rules for explaining regression and classification models SI Amoukou, NJB Brunel arXiv preprint arXiv:2111.04658, 2021 | 5 | 2021 |
Consistent sufficient explanations and minimal local rules for explaining the decision of any classifier or regressor S I Amoukou, N Brunel Advances in Neural Information Processing Systems 35, 8027-8040, 2022 | 4 | 2022 |
Rethinking Counterfactual Explanations as Local and Regional Counterfactual Policies SI Amoukou, NJB Brunel arXiv preprint arXiv:2209.14568, 2022 | 1 | 2022 |
Supplementary materials: Consistent Sufficient Explanations and Minimal Local Rules for explaining any classifier or regressor SI Amoukou, S Paris, NJB Brunel, Q Paris | | |