Salim I. Amoukou

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 8

Top Topics

Confidence Levels

Conformal Prediction

Target Variable

Top Venues

Publications

Tom Bewley, Salim I. Amoukou, Saumitra Mishra, Daniele Magazzeni, Manuela Veloso
Counterfactual Metarules for Local and Global Recourse. CoRR (2024)
Salim I. Amoukou, Nicolas J.-B. Brunel
Adaptive Conformal Prediction by Reweighting Nonconformity Score. CoRR (2023)
Salim I. Amoukou, Nicolas J.-B. Brunel
Rethinking Counterfactual Explanations as Local and Regional Counterfactual Policies. CoRR (2022)
Salim I. Amoukou, Tangi Salaün, Nicolas J.-B. Brunel
Accurate Shapley Values for explaining tree-based models. AISTATS (2022)
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)
Salim I. Amoukou, Nicolas J.-B. Brunel
Consistent Sufficient Explanations and Minimal Local Rules for explaining regression and classification models. CoRR (2021)
Salim I. Amoukou, Nicolas J.-B. Brunel, Tangi Salaün
The Shapley Value of coalition of variables provides better explanations. CoRR (2021)
Salim I. Amoukou, Nicolas J.-B. Brunel, Tangi Salaün
Accurate and robust Shapley Values for explaining predictions and focusing on local important variables. CoRR (2021)