Salim I. Amoukou

13 papers A* 4A 1Journal 8
YearRankTypeTitle / Venue / Authors
2025 J jnl
Representation Consistency for Accurate and Coherent LLM Answer Aggregation.
CoRR
Junqi Jiang, Tom Bewley, Salim I. Amoukou, Francesco Leofante, Antonio Rago, Saumitra Mishra, Francesca Toni
2025 A* conf
To Steer or Not to Steer? Mechanistic Error Reduction with Abstention for Language Models.
ICML
Anna Hedström, Salim I. Amoukou, Tom Bewley, Saumitra Mishra, Manuela Veloso
2025 J jnl
To Steer or Not to Steer? Mechanistic Error Reduction with Abstention for Language Models.
CoRR
Anna Hedström, Salim I. Amoukou, Tom Bewley, Saumitra Mishra, Manuela Veloso
2024 A* conf
Counterfactual Metarules for Local and Global Recourse.
ICML
Tom Bewley, Salim I. Amoukou, Saumitra Mishra, Daniele Magazzeni, Manuela Veloso
2024 J jnl
Counterfactual Metarules for Local and Global Recourse.
CoRR
Tom Bewley, Salim I. Amoukou, Saumitra Mishra, Daniele Magazzeni, Manuela Veloso
2024 A* conf
Sequential Harmful Shift Detection Without Labels.
NeurIPS
Salim I. Amoukou, Tom Bewley, Saumitra Mishra, Freddy Lécué, Daniele Magazzeni, Manuela Veloso
2024 J jnl
Sequential Harmful Shift Detection Without Labels.
CoRR
Salim I. Amoukou, Tom Bewley, Saumitra Mishra, Freddy Lécué, Daniele Magazzeni, Manuela Veloso
2023 J jnl
Adaptive Conformal Prediction by Reweighting Nonconformity Score.
CoRR
Salim I. Amoukou, Nicolas J.-B. Brunel
2022 A conf
Accurate Shapley Values for explaining tree-based models.
AISTATS
Salim I. Amoukou, Tangi Salaün, Nicolas J.-B. Brunel
2022 A* conf
Consistent Sufficient Explanations and Minimal Local Rules for explaining the decision of any classifier or regressor.
NeurIPS
Salim I. Amoukou, Nicolas J.-B. Brunel
2022 J jnl
Rethinking Counterfactual Explanations as Local and Regional Counterfactual Policies.
CoRR
Salim I. Amoukou, Nicolas J.-B. Brunel
2021 J jnl
Accurate and robust Shapley Values for explaining predictions and focusing on local important variables.
CoRR
Salim I. Amoukou, Nicolas J.-B. Brunel, Tangi Salaün
2021 J jnl
Consistent Sufficient Explanations and Minimal Local Rules for explaining regression and classification models.
CoRR
Salim I. Amoukou, Nicolas J.-B. Brunel