Margot Herin

According to our database, Margot Herin authored at least 8 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Learning Preference Models: A Marriage between Decision Theory and Machine Learning. (Apprentissage de modèles de préférence: un mariage entre théorie de la décison et apprentissage automatique).

Margot Herin

PhD thesis, 2025

2024

Learning preference representations based on Choquet integrals for multicriteria decision making.

Margot Herin, Patrice Perny, Nataliya Sokolovska

Ann. Math. Artif. Intell., December, 2024

Proportional Marginal Effects for Global Sensitivity Analysis.

Margot Herin, Marouane Il Idrissi, Vincent Chabridon, Bertrand Iooss

SIAM/ASA J. Uncertain. Quantification, 2024

Online Learning of Capacity-Based Preference Models.

Margot Herin, Patrice Perny, Nataliya Sokolovska

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

Noise-Tolerant Active Preference Learning for Multicriteria Choice Problems.

Margot Herin, Patrice Perny, Nataliya Sokolovska

Proceedings of the Algorithmic Decision Theory - 8th International Conference, 2024

Learning GAI-Decomposable Utility Models for Multiattribute Decision Making.

Margot Herin, Patrice Perny, Nataliya Sokolovska

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Learning Preference Models with Sparse Interactions of Criteria.

Margot Herin, Patrice Perny, Nataliya Sokolovska

Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

2022

Learning sparse representations of preferences within Choquet expected utility theory.

Margot Herin, Patrice Perny, Nataliya Sokolovska

Proceedings of the Uncertainty in Artificial Intelligence, 2022