RESEARCH

I'm involved in academic research, publishing papers to advance ideas and support the ideas underlying my software package.

Selected References:

Exploiting Categorical Structure Using Tree-Based Methods. AISTATS 2020 http://proceedings.mlr.press/v108/lucena20a/lucena20a.pdf

Spline-Based Probability Calibration. https://arxiv.org/abs/1809.07751

StructureBoost: Efficient Gradient Boosting for Structured Categorical Variables. https://arxiv.org/abs/2007.04446

© 2020 by Lucena Consulting LLC