Learning sparse representations of preferences within Choquet expected utility theory. - Margot Herin; Patrice Perny; Nataliya Sokolovska (UAI, 2022)

Learning Preference Models with Sparse Interactions of Criteria. - Margot Herin; Patrice Perny; Nataliya Sokolovska (IJCAI, 2023)

Learning GAI-Decomposable Utility Models for Multiattribute Decision Making. - Margot Herin; Patrice Perny; Nataliya Sokolovska (AAAI, 2024)

Noise-Tolerant Active Preference Learning for Multicriteria Choice Problems. - Margot Herin; Patrice Perny; Nataliya Sokolovska (ADT, 2024)

Online Learning of Capacity-Based Preference Models. - Margot Herin; Patrice Perny; Nataliya Sokolovska (IJCAI, 2024)

Proportional Marginal Effects for Global Sensitivity Analysis. - Margot Herin; Marouane Il Idrissi; Vincent Chabridon; Bertrand Iooss (SIAM/ASA J. Uncertain. Quantification, 2024)

Learning preference representations based on Choquet integrals for multicriteria decision making. - Margot Herin; Patrice Perny; Nataliya Sokolovska (Ann. Math. Artif. Intell., 2024)