Adaptive Step-Length Selection in Gradient Boosting for Generalized Additive Models for Location, Scale and Shape

Boyao Zhang, Tobias Hepp, Sonja Greven +1

Tuning of model-based boosting algorithms relies mainly on the number of iterations, while the step-length is fixed at a predefined value. For complex models with several predictor…