Amoukou, Salim I.

7 publications

NeurIPS 2025 Regional Explanations: Bridging Local and Global Variable Importance Salim I. Amoukou, Nicolas J-B. Brunel

NeurIPS 2025 Representation Consistency for Accurate and Coherent LLM Answer Aggregation Junqi Jiang, Tom Bewley, Salim I. Amoukou, Francesco Leofante, Antonio Rago, Saumitra Mishra, Francesca Toni

ICML 2025 To Steer or Not to Steer? Mechanistic Error Reduction with Abstention for Language Models Anna Hedström, Salim I. Amoukou, Tom Bewley, Saumitra Mishra, Manuela Veloso

ICML 2024 Counterfactual Metarules for Local and Global Recourse Tom Bewley, Salim I. Amoukou, Saumitra Mishra, Daniele Magazzeni, Manuela Veloso

NeurIPS 2024 Sequential Harmful Shift Detection Without Labels Salim I. Amoukou, Tom Bewley, Saumitra Mishra, Freddy Lecue, Daniele Magazzeni, Manuela Veloso

AISTATS 2022 Accurate Shapley Values for Explaining Tree-Based Models Salim I. Amoukou, Tangi Salaün, Nicolas Brunel

NeurIPS 2022 Consistent Sufficient Explanations and Minimal Local Rules for Explaining the Decision of Any Classifier or Regressor Salim I. Amoukou, Nicolas Brunel