From the 1 of 1 linked paper with an AI index.
1 paper
Floris Jan Koster, Fabio Sigrist
The paper empirically evaluates several hyperparameter optimization methods for tree-boosting on many regression and classification data sets and finds that SMAC consistently outpe…