Interpretable Low-Dimensional Regression via Data-Adaptive Smoothing

Wesley Tansey, Jesse Thomason, James G. Scott

We consider the problem of estimating a regression function in the common situation where the number of features is small, where interpretability of the model is a high priority, a…