Gradient Boosting

LoBoost: Model-Native Local Conformal Prediction for Gradient-Boosted Trees
Gradient-boosted decision trees are among the strongest off-the-shelf predictors for tabular regression, but point predictions alone do …
Vagner Santos, Victor Coscrato, Luben Cabezas, Rafael Izbicki, Thiago Ramos
November, 2026 Transactions on Machine Learning Research (TMLR)
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