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Salim I. Amoukou
Salim I. Amoukou
Sonstige NamenSalim Amoukou
University Paris Saclay, J.P. Morgan
Bestätigte E-Mail-Adresse bei jpmorgan.com - Startseite
Titel
Zitiert von
Zitiert von
Jahr
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
62023
Consistent Sufficient Explanations and Minimal Local Rules for explaining regression and classification models
SI Amoukou, NJB Brunel
arXiv preprint arXiv:2111.04658, 2021
52021
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
42022
Rethinking Counterfactual Explanations as Local and Regional Counterfactual Policies
SI Amoukou, NJB Brunel
arXiv preprint arXiv:2209.14568, 2022
12022
Supplementary materials: Consistent Sufficient Explanations and Minimal Local Rules for explaining any classifier or regressor
SI Amoukou, S Paris, NJB Brunel, Q Paris
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