Christophe Labreuche

8 papers · 2017–2025 · 2 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (6) 🌍 Conference Polyglot (2) 🏃 Academic Marathon (8) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (10) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird ❓ The Questioner

Conferences

IJCAI (7) ICLR (1)

Top co-authors

Nicolas Maudet (3) Wassila Ouerdane (3) Michele Sebag (3) Khaled Belahcène (3) Johanne Cohen (3) Vincent Mousseau (3) Nicolas Atienza (2) Roman Bresson (2) Eyke Hüllermeier (1) Philippe Caillou (1)

Keywords

multi-criteria decision (2) choquet integral (2) argument scheme (2) bias detection (1) model interpretability (1) hierarchical model (1) pairwise comparison (1) recommender system (1) shapley value (1) missing value (1) explainable recommendation (1) axiomatic characterization (1) explanation method (1) preference reasoning (1) multi-modal embedding (1) neural network (1) hierarchical aggregation (1) candidate ranking (1) additive utility (1) multi-criteria decision aid (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