Margot Herin
4 papers · 2022–2024 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(14)
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Research topics
Keywords
preference learning
(3)
multicriteria decision making
(2)
sparse representation
(1)
kernel learning
(1)
multiple kernel learning
(1)
preference elicitation
(1)
preference modeling
(1)
alternating direction method of multiplier
(1)
utility function
(1)
capacity function
(1)
regularized dual averaging
(1)
iterative reweighted least square
(1)
generalized additive independence
(1)
multiattribute utility
(1)
anova decomposition
(1)
choquet integral
(1)
decision under uncertainty
(1)
capacity learning
(1)
choquet expected utility
(1)
sparse recovery
(1)
Papers
Learning GAI-Decomposable Utility Models for Multiattribute Decision Making
AAAI 2024
Online Learning of Capacity-Based Preference Models
IJCAI 2024
Learning Preference Models with Sparse Interactions of Criteria
IJCAI 2023
Learning sparse representations of preferences within Choquet expected utility theory
UAI 2022