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20232026
most citedTargeted Learning on Variable Importance Measure for Heterogeneous Treatment Effect

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stat.ML2026

ScoreStop: Gradient-based early stopping using functional score tests

Oliver J. Hines, Christian L. Hines

Gradient boosted decision trees require a stopping rule to avoid overfitting. The standard rule monitors a validation loss and stops if the loss fails to improve for a fixed patien…