Conformal multi-target regression using neural networks. - Soundouss Messoudi; Sébastien Destercke; Sylvain Rousseau 001 (COPA, 2020)

Prédiction conformelle profonde pour des modèles robustes. - Soundouss Messoudi; Sylvain Rousseau 001; Sébastien Destercke (EGC, 2020)

Cautious Label-Wise Ranking with Constraint Satisfaction. - Yonatan Carlos Carranza Alarcón; Soundouss Messoudi; Sébastien Destercke (IPMU (2), 2020)

Deep Conformal Prediction for Robust Models. - Soundouss Messoudi; Sylvain Rousseau 001; Sébastien Destercke (IPMU (1), 2020)

Class-wise confidence for debt prediction in real estate management: discussion and lessons learned from an application. - Soundouss Messoudi; Sébastien Destercke; Sylvain Rousseau 001 (COPA, 2021)

Copula-based conformal prediction for multi-target regression. - Soundouss Messoudi; Sébastien Destercke; Sylvain Rousseau 001 (Pattern Recognit., 2021)

Ellipsoidal conformal inference for Multi-Target Regression. - Soundouss Messoudi; Sébastien Destercke; Sylvain Rousseau 001 (COPA, 2022)

Prédiction conformelle basée sur les copules pour la régression multi-cibles. - Soundouss Messoudi; Sébastien Destercke; Sylvain Rousseau 001 (EGC, 2022)

Conformal prediction methods for complex data: application to real estate management. (Méthodes de prédiction conforme pour des données complexes: application à la gestion du patrimoine immobilier). - Soundouss Messoudi (2022)

Enterprise Disk Drive Scrubbing Based on Mondrian Conformal Predictors. - Rahul Vishwakarma; Jinha Hwang; Soundouss Messoudi; Ava Hedayatipour (COPA, 2023)

Copula-based conformal prediction for object detection: a more efficient approach. - Bruce Cyusa Mukama; Soundouss Messoudi; Sylvain Rousseau 001; Sébastien Destercke (COPA, 2024)

Hierarchical Copula-based Conformal Prediction and Exact Validity via Nested Prediction Regions. - Bruce Cyusa Mukama; Soundouss Messoudi; Sylvain Rousseau 001; Sébastien Destercke (COPA, 2025)