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Citations per year
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Cited by
All
Since 2019
Citations
37
37
h-index
4
4
i10-index
1
1
0
22
11
2021
2022
2023
2024
2
8
21
6
Co-authors
nicolas brunel
ENSIIE
Verified email at ensiie.fr
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Salim I. Amoukou
Other names
Salim Amoukou
University Paris Saclay, J.P. Morgan
Verified email at jpmorgan.com -
Homepage
Uncertainty Quantification
Interpretable Machine Learning
Conformal Prediction
Domain Adaptation
Articles
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Year
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
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