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Roman BRESSON
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KAGNNs: Kolmogorov-Arnold Networks meet Graph Learning
R Bresson, G Nikolentzos, G Panagopoulos, M Chatzianastasis, J Pang, ...
arXiv preprint arXiv:2406.18380, 2024
382024
Neural Representation and Learning of Hierarchical 2-additive Choquet Integrals
R Bresson, J Cohen, E Hüllermeier, C Labreuche, M Sebag
International Joint Conference on Artificial Intelligence (IJCAI-20), 1984-1991, 2020
242020
Socially Compliant Navigation in dense crowds
R Bresson, J Saraydaryan, J Dugdale, A Spalanzani
2019 IEEE Intelligent Vehicles Symposium (IV), 64-69, 2019
72019
On the Identifiability of Hierarchical Decision Models
R Bresson, J Cohen, E Hüllermeier, C Labreuche, M Sebag
18th International Conference on Principles of Knowledge Representation and …, 2021
62021
Learning 2-additive Hierarchical Choquet Integrals with non-monotonic utilities
R Bresson, J Cohen, E Hüllermeier, C Labreuche, M Sebag
52020
Neural learning and validation of hierarchical multi-criteria decision aiding models with interacting criteria
R Bresson
Université Paris-Saclay, 2022
32022
Method for generating a decision support system and associated systems
C Labreuche, R Bresson, M Sebag, J Cohen
US Patent App. 18/008,298, 2023
22023
Evaluating the stability of the Neur-HCI framework
R Bresson, J Cohen, E Hüllermeier, C Labreuche, M Sebag
Actes de la conférence CAID 2020, 120, 2020
22020
Prediction Via Shapley Value Regression
A Alkhatib, R Bresson, H Boström, M Vazirgiannis
2025
Cutting the Black Box: Conceptual Interpretation of a Deep Neural Net with Multi-Modal Embeddings and Multi-Criteria Decision Aid
N Atienza, R Bresson, C Rousselot, P Caillou, J Cohen, C Labreuche, ...
IJCAI24, International Joint Conferences on Artificial Intelligence, 2024
2024
Necessary and Sufficient Explanations of Multi-Criteria Decision Aiding Models, with and Without Interacting Criteria
C Labreuche, R Bresson
World Conference on Explainable Artificial Intelligence, 279-302, 2023
2023
METHOD AND DEVICE FOR SUPERVISING A TRAFFIC CONTROL SYSTEM
C Labreuche, N Honore, R Bresson, H Mertz, S Grah, V Thouvenot
US Patent App. 17/787,557, 2022
2022
Actes de la conférence CAID 2020
F de Vieilleville, S May, A Lagrange, A Dupuis, R Ruiloba, FN Mboula, ...
2021
Publications scientifiques CyberSchool
CS Rennes
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Articles 1–14