Soundouss Messoudi

According to our database, Soundouss Messoudi authored at least 12 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

Hierarchical Copula-based Conformal Prediction and Exact Validity via Nested Prediction Regions.

Bruce Cyusa Mukama, Soundouss Messoudi, Sylvain Rousseau, Sébastien Destercke

Proceedings of the Fourteenth Symposium on Conformal and Probabilistic Prediction with Applications, 2025

2024

Copula-based conformal prediction for object detection: a more efficient approach.

Bruce Cyusa Mukama, Soundouss Messoudi, Sylvain Rousseau, Sébastien Destercke

Proceedings of the 13th Symposium on Conformal and Probabilistic Prediction with Applications, 2024

2023

Enterprise Disk Drive Scrubbing Based on Mondrian Conformal Predictors.

Rahul Vishwakarma, Jinha Hwang, Soundouss Messoudi, Ava Hedayatipour

Proceedings of the Conformal and Probabilistic Prediction with Applications, 2023

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

PhD thesis, 2022

Prédiction conformelle basée sur les copules pour la régression multi-cibles.

Soundouss Messoudi, Sébastien Destercke, Sylvain Rousseau

Proceedings of the Extraction et Gestion des Connaissances, 2022

Ellipsoidal conformal inference for Multi-Target Regression.

Soundouss Messoudi, Sébastien Destercke, Sylvain Rousseau

Proceedings of the Conformal and Probabilistic Prediction with Applications, 2022

2021

Copula-based conformal prediction for multi-target regression.

Soundouss Messoudi, Sébastien Destercke, Sylvain Rousseau

Pattern Recognit., 2021

Class-wise confidence for debt prediction in real estate management: discussion and lessons learned from an application.

Soundouss Messoudi, Sébastien Destercke, Sylvain Rousseau

Proceedings of the Conformal and Probabilistic Prediction and Applications, 2021

2020

Deep Conformal Prediction for Robust Models.

Soundouss Messoudi, Sylvain Rousseau, Sébastien Destercke

Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2020

Cautious Label-Wise Ranking with Constraint Satisfaction.

Yonatan Carlos Carranza Alarcón, Soundouss Messoudi, Sébastien Destercke

Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2020

Prédiction conformelle profonde pour des modèles robustes.

Soundouss Messoudi, Sylvain Rousseau, Sébastien Destercke

Proceedings of the Extraction et Gestion des Connaissances, 2020

Conformal multi-target regression using neural networks.

Soundouss Messoudi, Sébastien Destercke, Sylvain Rousseau

Proceedings of the Conformal and Probabilistic Prediction and Applications, 2020