Louènas Bounia
4 papers · 2022–2025 · 3 conferences · across top CS/AI conferences
Achievements
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🌍
Conference Polyglot
(3)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(15)
Conferences
UAI (2)
AAAI (1)
IJCAI (1)
Top co-authors
Keywords
decision tree
(3)
abductive explanation
(2)
random forest
(2)
approximation algorithm
(1)
model explanation
(1)
probabilistic explanation
(1)
preference model
(1)
majoritary reason
(1)
implicant explanation
(1)
explanation generation
(1)
supermodular minimization
(1)
explainable ai
(1)
feature importance
(1)
Papers
Using Submodular Optimization to Approximate Minimum-Size Abductive Path Explanations for Tree-Based Models
UAI 2025
Approximating probabilistic explanations via supermodular minimization
UAI 2023
Trading Complexity for Sparsity in Random Forest Explanations
AAAI 2022
On Preferred Abductive Explanations for Decision Trees and Random Forests
IJCAI 2022