292 citations
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Showing 2025 · cs.LGShow all
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cs.LG2025
From Individual to Group: Developing a Context-Aware Multi-Criteria Group Recommender System
Ngoc Luyen Le, Marie-Hélène Abel
Group decision-making is becoming increasingly common in areas such as education, dining, travel, and finance, where collaborative choices must balance diverse individual preferenc…
cs.LG2025
Guaranteed prediction sets for functional surrogate models
Ander Gray, Vignesh Gopakumar, Sylvain Rousseau +1
We propose a method for obtaining statistically guaranteed prediction sets for functional machine learning methods: surrogate models which map between function spaces, motivated by…