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stat.ML2026
Conformalized Super Learner
Zhanli Wu, Fabrizio Leisen, Miguel-Angel Luque-Fernandez +1
The Super Learner (SL) is a widely used ensemble method that combines point predictions from a library of learners based on their predictive performance. Interval predictions are o…
stat.ML2025
Conformalized Regression for Continuous Bounded Outcomes
Zhanli Wu, Fabrizio Leisen, F. Javier Rubio
Regression problems with bounded continuous outcomes frequently arise in statistical and machine learning applications, such as the analysis of rates and proportions. A central cha…