Sylvain Rousseau

Assistant Professor, Université de Technologie de Compiègne

Joined

September 2023

Names

Sylvain Rousseau (Preferred)

Emails

****@hds.utc.fr (Confirmed)

,

****@utc.fr (Confirmed)

Personal Links

Career & Education History

Assistant Professor

Université de Technologie de Compiègne (utc.fr)

Present

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

SPACR: Single-Pass Adaptive Training of Uncertainty-Aware Conformal Regressors
Soundouss MESSOUDI, Sylvain Rousseau, Sebastien Destercke
- Calibration for Modern AI @ AISTATS 2026
- Readers: Everyone
Towards a Venn-Abers Calibration Method for Object Detectors
Bruce Cyusa Mukama, Soundouss MESSOUDI, Sylvain Rousseau, Sebastien Destercke
- Calibration for Modern AI @ AISTATS 2026
- Readers: Everyone
Copula-based conformal prediction for object detection: a more efficient approach
Bruce Cyusa Mukama, Soundouss MESSOUDI, Sylvain Rousseau, Sebastien Destercke
- Proceedings of the Thirteenth Symposium on Conformal and Probabilistic Prediction with Applications
- Readers: Everyone
Guaranteed Prediction Sets for Functional Surrogate Models
Ander Gray, Vignesh Gopakumar, Sylvain Rousseau, Sebastien Destercke
- UAI 2025 Poster
- Readers: Everyone
Ellipsoidal conformal inference for multi-target regression
Soundouss MESSOUDI, Sebastien Destercke, Sylvain Rousseau
- COPA
- Readers: Everyone
Conformal multi-target regression using neural networks
Soundouss MESSOUDI, Sebastien Destercke, Sylvain Rousseau
- COPA
- Readers: Everyone
Deep conformal prediction for robust models
Soundouss MESSOUDI, Sylvain Rousseau, Sebastien Destercke
- IPMU
- Readers: Everyone
Copula-based conformal prediction for multi-target regression
Soundouss MESSOUDI, Sebastien Destercke, Sylvain Rousseau
- Pattern Recognition
- Readers: Everyone

Co-Authors