‪Salim I. Amoukou‬ - ‪Google Scholar‬

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nicolas brunelENSIIEVerified email at ensiie.fr

Salim I. Amoukou

Salim I. Amoukou

Other namesSalim Amoukou

University Paris Saclay, J.P. Morgan

Verified email at jpmorgan.com - Homepage

Uncertainty Quantification Interpretable Machine Learning Conformal Prediction Domain Adaptation


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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	5	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

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