Sylvain Rousseau

22 papers A 1B 2Misc 1Journal 8Unranked 9

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Copula-based conformal prediction for prioritized heterogeneous multi-task learning. Pattern Recognit. Bruce Cyusa Mukama, Soundouss Messoudi, Sébastien Destercke, Sylvain Rousseau
2025	A	`conf`	Guaranteed Prediction Sets for Functional Surrogate Models. UAI Ander Gray, Vignesh Gopakumar, Sylvain Rousseau, Sébastien Destercke
2025	J	`jnl`	Guaranteed confidence-band enclosures for PDE surrogates. CoRR Ander Gray, Vignesh Gopakumar, Sylvain Rousseau, Sébastien Destercke
2025	—	`conf`	Hierarchical Copula-based Conformal Prediction and Exact Validity via Nested Prediction Regions. COPA Bruce Cyusa Mukama, Soundouss Messoudi, Sylvain Rousseau, Sébastien Destercke
2024	—	`conf`	Copula-based conformal prediction for object detection: a more efficient approach. COPA Bruce Cyusa Mukama, Soundouss Messoudi, Sylvain Rousseau, Sébastien Destercke
2024	—	`conf`	Harnessing Superclasses for Learning from Hierarchical Databases. ECML/PKDD (4) Nicolas Urbani, Sylvain Rousseau, Yves Grandvalet, Leonardo Tanzi
2024	J	`jnl`	Harnessing Superclasses for Learning from Hierarchical Databases. CoRR Nicolas Urbani, Sylvain Rousseau, Yves Grandvalet, Leonardo Tanzi
2022	—	`conf`	Ellipsoidal conformal inference for Multi-Target Regression. COPA Soundouss Messoudi, Sébastien Destercke, Sylvain Rousseau
2022	—	`conf`	Prédiction conformelle basée sur les copules pour la régression multi-cibles. EGC Soundouss Messoudi, Sébastien Destercke, Sylvain Rousseau
2021	—	`conf`	Class-wise confidence for debt prediction in real estate management: discussion and lessons learned from an application. COPA Soundouss Messoudi, Sébastien Destercke, Sylvain Rousseau
2021	J	`jnl`	Copula-based conformal prediction for Multi-Target Regression. CoRR Soundouss Messoudi, Sébastien Destercke, Sylvain Rousseau
2021	J	`jnl`	Copula-based conformal prediction for multi-target regression. Pattern Recognit. Soundouss Messoudi, Sébastien Destercke, Sylvain Rousseau
2020	J	`jnl`	Compressive Color Pattern Detection Using Partial Orthogonal Circulant Sensing Matrix. IEEE Trans. Image Process. Sylvain Rousseau, David Helbert
2020	—	`conf`	Conformal multi-target regression using neural networks. COPA Soundouss Messoudi, Sébastien Destercke, Sylvain Rousseau
2020	—	`conf`	Deep Conformal Prediction for Robust Models. IPMU (1) Soundouss Messoudi, Sylvain Rousseau, Sébastien Destercke
2020	—	`conf`	Prédiction conformelle profonde pour des modèles robustes. EGC Soundouss Messoudi, Sylvain Rousseau, Sébastien Destercke
2015	B	`conf`	Dictionary learning for a sparse appearance model in visual tracking. ICIP Sylvain Rousseau, Pierre Chainais, Christelle Garnier
2014	J	`jnl`	Compressive Pattern Matching on Multispectral Data. CoRR Sylvain Rousseau, David Helbert, Philippe Carré, Jacques Blanc-Talon
2014	J	`jnl`	Compressive Pattern Matching on Multispectral Data. IEEE Trans. Geosci. Remote. Sens. Sylvain Rousseau, David Helbert, Philippe Carré, Jacques Blanc-Talon
2013	Misc	`conf`	Compressive template matching on multispectral data. ICASSP Sylvain Rousseau, David Helbert, Philippe Carré, Jacques Blanc-Talon
2013	—	`—`	Détection de points d'intérêt par acquisition compressée dans une image multispectrale. (Feature detection in a multispectral image by compressed sensing). Sylvain Rousseau
2010	B	`conf`	Metric tensor for multicomponent edge detection. ICIP Sylvain Rousseau, David Helbert, Philippe Carré, Jacques Blanc-Talon