4 citations · 6 across the 2 of their papers we have counts for
2 papers
stat.ML2020★ 2 cited
StructureBoost: Efficient Gradient Boosting for Structured Categorical Variables
Brian Lucena
Gradient boosting methods based on Structured Categorical Decision Trees (SCDT) have been demonstrated to outperform numerical and one-hot-encodings on problems where the categoric…
stat.ML2020★ 4 cited
Exploiting Categorical Structure Using Tree-Based Methods
Brian Lucena
Standard methods of using categorical variables as predictors either endow them with an ordinal structure or assume they have no structure at all. However, categorical variables of…