Manish Kumar, Anton Frederik Thielmann, Christoph Weisser, Benjamin S\"afken

From Uniform to Learned Knots: A Study of Spline-Based Numerical Encodings for Tabular Deep Learning

arXiv:2604.05635v1 Announce Type: new Abstract: Numerical preprocessing remains an important component of tabular deep learning, where the representation of continuous features can strongly affect downstream …