Salim I. Amoukou
5 papers · 2022–2025 · 3 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓
🌉
Interdisciplinary Bridge
🌍
Conference Polyglot
(3)
🐝
Cross-Pollinator
(10)
🧭
Keyword Pioneer
❓
The Questioner
Conferences
ICML (2)
NIPS (2)
AISTATS (1)
Top co-authors
Keywords
explainable ai
(2)
feature importance
(1)
model interpretability
(1)
covariate shift
(1)
label shift
(1)
local explanation
(1)
shapley value
(1)
tree-based model
(1)
categorical variable
(1)
random forest
(1)
false alarm control
(1)
probabilistic sufficient explanation
(1)
distribution shift detection
(1)
local rule
(1)
feature selection
(1)
error estimator
(1)
Papers
To Steer or Not to Steer? Mechanistic Error Reduction with Abstention for Language Models
ICML 2025
Sequential Harmful Shift Detection Without Labels
NIPS 2024
Counterfactual Metarules for Local and Global Recourse
ICML 2024
Consistent Sufficient Explanations and Minimal Local Rules for explaining the decision of any classifier or regressor
NIPS 2022
Accurate Shapley Values for explaining tree-based models
AISTATS 2022