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

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Selected References:

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

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

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