Christophe Labreuche
8 papers · 2017–2025 · 2 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (11) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Bronze 🐣 Hot Topic Early Bird 🏆 Keyword Champion (2)
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Keyword Pioneer
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The Questioner
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Research topics
Keywords
multi-criteria decision
(2)
choquet integral
(2)
argument scheme
(2)
bias detection
(1)
model interpretability
(1)
hierarchical model
(1)
pairwise comparison
(1)
out-of-distribution detection
(1)
latent space
(1)
recommender system
(1)
shapley value
(1)
missing value
(1)
multicriteria decision making
(1)
explainable recommendation
(1)
axiomatic characterization
(1)
extreme value theory
(1)
explanation method
(1)
multimodal embedding
(1)
adversarial sample detection
(1)
preference reasoning
(1)
Papers
Provably Safeguarding a Classifier from OOD and Adversarial Samples
ICLR 2025
Cutting the Black Box: Conceptual Interpretation of a Deep Neural Net with Multi-Modal Embeddings and Multi-Criteria Decision Aid
IJCAI 2024
Neural Representation and Learning of Hierarchical 2-additive Choquet Integrals
IJCAI 2020
Comparing Options with Argument Schemes Powered by Cancellation
IJCAI 2019
How to Handle Missing Values in Multi-Criteria Decision Aiding?
IJCAI 2019
Accountable Approval Sorting
IJCAI 2018
Explaining Multi-Criteria Decision Aiding Models with an Extended Shapley Value
IJCAI 2018
A Model for Accountable Ordinal Sorting
IJCAI 2017