Salim I Amoukou|Salim Amoukou

Salim I Amoukou|Salim Amoukou

Université Paris-Saclay - Gif-sur-Yvette / France
Others
AD Scientific Index ID: 5593800
Paris-Saclay University
person_outline Salim I Amoukou|Salim Amoukou's MOST POPULAR ARTICLES
1-) Accurate shapley values for explaining tree-based modelsSI Amoukou, T Salaün, N BrunelInternational conference on artificial intelligence and statistics, 2448-2465, 202221*2022
2-) Adaptive conformal prediction by reweighting nonconformity scoreSI Amoukou, NJB BrunelarXiv preprint arXiv:2303.12695, 202392023
3-) Consistent Sufficient Explanations and Minimal Local Rules for explaining regression and classification modelsSI Amoukou, NJB BrunelarXiv preprint arXiv:2111.04658, 202182021
4-) Consistent sufficient explanations and minimal local rules for explaining the decision of any classifier or regressorS I Amoukou, N BrunelAdvances in Neural Information Processing Systems 35, 8027-8040, 202242022
5-) Trustworthy machine learning: explainability and distribution-free uncertainty quantificationSI AmoukouUniversité Paris-Saclay, 202322023