2 citations · 2 across the 1 of their papers we have counts for
2 papers
stat.ME2019★ 2 cited
Uncertainty Quantification in Ensembles of Honest Regression Trees using Generalized Fiducial Inference
Suofei Wu, Jan Hannig, Thomas C. M. Lee
Due to their accuracies, methods based on ensembles of regression trees are a popular approach for making predictions. Some common examples include Bayesian additive regression tre…
stat.ML2019
Measuring the Algorithmic Convergence of Randomized Ensembles: The Regression Setting
Miles E. Lopes, Suofei Wu, Thomas C. M. Lee
When randomized ensemble methods such as bagging and random forests are implemented, a basic question arises: Is the ensemble large enough? In particular, the practitioner desires…