Salim I. Amoukou

13 papers A* 4A 1Journal 8

Year	Rank	Type	Title / 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