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Sebastien Destercke
Researcher, CNRS
Joined
February 2017
Names
Sebastien Destercke
,
Sébastien Destercke
Emails
****@gmail.com
(Confirmed)
,
****@hds.utc.fr
(Confirmed)
,
****@cnrs.fr
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
ORCID
LinkedIn
Semantic Scholar
Career & Education History
Researcher
CNRS
(cnrs.fr)
2011
–
Present
Research Engineer
Centre de coopération internationale en recherche agronomique pour le développement
(cirad.fr)
2009
–
2011
PhD student
Université Paul Sabatier
(ups-tlse.fr)
2005
–
2008
Advisors, Relations & Conflicts
Coworker
Mylene Masson
Present
PhD Advisee
Nicolas Sutton Charani
Present
Coworker
Thierry Denoeux
Present
PhD Advisor
Didier Dubois
Present
Expertise
machine learning; multi-label; preference learning; label ranking
Present
imprecise probabilities; evidence theory; possibility theory
Present
reasoning under uncertainty; uncertainty modelling; uncertainty treatment
Present
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
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
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
Quantification of Credal Uncertainty in Machine Learning: A Critical Analysis and Empirical Comparison
Eyke Hüllermeier
,
Sebastien Destercke
,
Mohammad Shaker
Published: 20 May 2022, Last Modified: 05 May 2023
UAI 2022 Oral
Readers:
Everyone
View all 176 publications
Co-Authors
Abdelhak Imoussaten
Abdellatif Barakat
Agnès Rico
Alessandro Antonucci
Ana M. Palacios
Ander Gray
Anne-Laure Jousselme
Antoine Cornuéjols
Arthur Van Camp
Beatriz Sinova
Benjamin Quost
Boutheina Ben Yaghlane
Brice Mayag
Brigitte Charnomordic
Bruce Cyusa Mukama
Carole Guillaume
Caroline Sablayrolles
Charlotte Lousteau-Cazalet
Christel Vrain
Christelle Jacob
Christophe Labreuche
Christophe Simon
Claire Vialle
Cédric Baudrit
David Mercier
View all 114 co-authors