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2020 – today
- 2024
[c4]Mattia Jacopo Villani, Emanuele Albini, Shubham Sharma, Saumitra Mishra, Salim Ibrahim Amoukou, Daniele Magazzeni, Manuela Veloso:
PICE: Polyhedral Complex Informed Counterfactual Explanations. AIES (1) 2024: 1502-1513- [c3]Tom Bewley, Salim I. Amoukou, Saumitra Mishra, Daniele Magazzeni, Manuela Veloso:
Counterfactual Metarules for Local and Global Recourse. ICML 2024 - [i6]Tom Bewley, Salim I. Amoukou, Saumitra Mishra, Daniele Magazzeni, Manuela Veloso:
Counterfactual Metarules for Local and Global Recourse. CoRR abs/2405.18875 (2024) - [i5]Salim I. Amoukou, Tom Bewley, Saumitra Mishra, Freddy Lécué, Daniele Magazzeni, Manuela Veloso:
Sequential Harmful Shift Detection Without Labels. CoRR abs/2412.12910 (2024) - 2023
- [i4]Salim I. Amoukou, Nicolas J.-B. Brunel:
Adaptive Conformal Prediction by Reweighting Nonconformity Score. CoRR abs/2303.12695 (2023) - 2022
- [c2]Salim I. Amoukou, Tangi Salaün, Nicolas J.-B. Brunel:
Accurate Shapley Values for explaining tree-based models. AISTATS 2022: 2448-2465 - [c1]Salim I. Amoukou, Nicolas J.-B. Brunel:
Consistent Sufficient Explanations and Minimal Local Rules for explaining the decision of any classifier or regressor. NeurIPS 2022 - [i3]Salim I. Amoukou, Nicolas J.-B. Brunel:
Rethinking Counterfactual Explanations as Local and Regional Counterfactual Policies. CoRR abs/2209.14568 (2022) - 2021
- [i2]Salim I. Amoukou, Nicolas J.-B. Brunel, Tangi Salaün:
Accurate and robust Shapley Values for explaining predictions and focusing on local important variables. CoRR abs/2106.03820 (2021) - [i1]Salim I. Amoukou, Nicolas J.-B. Brunel:
Consistent Sufficient Explanations and Minimal Local Rules for explaining regression and classification models. CoRR abs/2111.04658 (2021)
Coauthor Index
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