Brian Liu

FAST: An Optimization Framework for Fast Additive Segmentation in Transparent ML

2024

We present FAST, an optimization framework for fast additive segmentation. FAST segments piecewise constant shape functions for each feature in a dataset to produce transparent additive models. The framework leverages a novel optimization procedure to …