Salim I. Amoukou

According to our database, Salim I. Amoukou authored at least 7 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Counterfactual Metarules for Local and Global Recourse.

Tom Bewley, Salim I. Amoukou, Saumitra Mishra, Daniele Magazzeni, Manuela Veloso

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

Adaptive Conformal Prediction by Reweighting Nonconformity Score.

Salim I. Amoukou, Nicolas J.-B. Brunel

CoRR, 2023

2022

Rethinking Counterfactual Explanations as Local and Regional Counterfactual Policies.

Salim I. Amoukou, Nicolas J.-B. Brunel

CoRR, 2022

Consistent Sufficient Explanations and Minimal Local Rules for explaining the decision of any classifier or regressor.

Salim I. Amoukou, Nicolas J.-B. Brunel

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Accurate Shapley Values for explaining tree-based models.

Salim I. Amoukou, Tangi Salaün, Nicolas J.-B. Brunel

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022

2021

Consistent Sufficient Explanations and Minimal Local Rules for explaining regression and classification models.

Salim I. Amoukou, Nicolas J.-B. Brunel

CoRR, 2021

Accurate and robust Shapley Values for explaining predictions and focusing on local important variables.

Salim I. Amoukou, Nicolas J.-B. Brunel, Tangi Salaün

CoRR, 2021