Sébastien Destercke
5 papers · 2018–2025 · 2 conferences · across top CS/AI conferences
Achievements
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🧭 Keyword Pioneer 🌍 Conference Polyglot (2) 🏃 Academic Marathon (7) 🐝 Cross-Pollinator (12) 🐣 Hot Topic Early Bird
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The Questioner
Conferences
UAI (3)
IJCAI (2)
Top co-authors
Keywords
epistemic uncertainty
(2)
aleatoric uncertainty
(2)
integer programming
(1)
minimax regret
(1)
pairwise comparison
(1)
credal set
(1)
missing value
(1)
possibility theory
(1)
set-valued prediction
(1)
axiomatic characterization
(1)
multi-criteria decision
(1)
choquet integral
(1)
credal uncertainty
(1)
possibilistic preference elicitation
(1)
multi-criteria decision aid
(1)
uncertainty quantification
(1)
restriction operator
(1)
multi-class classification
(1)
Papers
Guaranteed Prediction Sets for Functional Surrogate Models
UAI 2025
Quantification of Credal Uncertainty in Machine Learning: A Critical Analysis and Empirical Comparison
UAI 2022
Possibilistic preference elicitation by minimax regret
UAI 2021
How to Handle Missing Values in Multi-Criteria Decision Aiding?
IJCAI 2019
Reliable Multi-class Classification based on Pairwise Epistemic and Aleatoric Uncertainty
IJCAI 2018