Louenas Bounia

Lecturer, Lipn

Joined

May 2021

Names

Louenas Bounia (Preferred)

Emails

****@cril.fr (Confirmed)

,

****@hds.utc.fr

,

****@lipn.univ-paris13.fr (Confirmed)

Personal Links

Career & Education History

Lecturer

Lipn (lipn.fr)

2024 – Present

Postdoc

Université de Technologie de Compiègne (utc.fr)

2024 – 2024

PhD student

CRIL (cril.fr)

2020 – 2023

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Explainable Profiling of Sleep Disorders to Support Trustworthy Clinical Interventions
Sifeddine Sellami, Juba Agoun, Lamia Yessad, Auday Berro, Louenas Bounia
- 2025 IEEE International Conference on Data Mining Workshops (ICDMW)
- Readers: Everyone
MisShapForest : Imputation Fiable des Données Manquantes par MissForest Amélioré avec SHAP
Sifeddine Sellami, Louenas Bounia, Juba Agoun, Sebastien Destercke, Rouveirol
- IC 2026 Oral
- Readers: Everyone
Using Submodular Optimization to Approximate Minimum-Size Abductive Path Explanations for Tree-Based Models
Louenas Bounia
- UAI 2025 Poster
- Readers: Everyone
Approximating Probabilistic Explanations via Supermodular Minimization
Louenas Bounia, Frederic M Koriche
- Published: 08 May 2023, Last Modified: 26 Jun 2023
- UAI 2023
- Readers: Everyone
Trading Complexity for Sparsity in Random Forest Explanations
Gilles AUDEMARD, Steve Bellart, Louenas Bounia, Frederic M Koriche, Jean-Marie Lagniez, Pierre Marquis
- 21 May 2021 (modified: 05 May 2023)
- NeurIPS 2021 Submitted
- Readers: Everyone
On the Explanatory Power of Decision Trees
Gilles AUDEMARD, Steve Bellart, Louenas Bounia, Frédéric Koriche, Jean-Marie Lagniez, Pierre Marquis
- 21 May 2021 (modified: 05 May 2023)
- NeurIPS 2021 Submitted
- Readers: Everyone

Co-Authors