Bounia, Louenas

4 publications

UAI 2025 Using Submodular Optimization to Approximate Minimum-Size Abductive Path Explanations for Tree-Based Models Louenas Bounia

UAI 2023 Approximating Probabilistic Explanations via Supermodular Minimization Louenas Bounia, Frederic Koriche

IJCAI 2022 On Preferred Abductive Explanations for Decision Trees and Random Forests Gilles Audemard, Steve Bellart, Louenas Bounia, Frédéric Koriche, Jean-Marie Lagniez, Pierre Marquis

AAAI 2022 Trading Complexity for Sparsity in Random Forest Explanations Gilles Audemard, Steve Bellart, Louenas Bounia, Frédéric Koriche, Jean-Marie Lagniez, Pierre Marquis