Roman Bresson

Orcid: 0009-0004-7500-4900

According to our database1, Roman Bresson authored at least 7 papers between 2019 and 2024.

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Bibliography

2024
KAGNNs: Kolmogorov-Arnold Networks meet Graph Learning.
CoRR, 2024

Cutting the Black Box: Conceptual Interpretation of a Deep Neural Net with Multi-Modal Embeddings and Multi-Criteria Decision Aid.
Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

2023
Necessary and Sufficient Explanations of Multi-Criteria Decision Aiding Models, with and Without Interacting Criteria.
Proceedings of the Explainable Artificial Intelligence, 2023

2022
Neural learning and validation of hierarchical multi-criteria decision aiding models with interacting criteria. (Apprentissage neuronal et validation de modèles hiérarchiques d'aide à la décision multicritère présentant de l'interaction entre les critères).
PhD thesis, 2022

2021
On the Identifiability of Hierarchical Decision Models.
Proceedings of the 18th International Conference on Principles of Knowledge Representation and Reasoning, 2021

2020
Neural Representation and Learning of Hierarchical 2-additive Choquet Integrals.
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

2019
Socially Compliant Navigation in dense crowds.
Proceedings of the 2019 IEEE Intelligent Vehicles Symposium, 2019


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