Manish Kumar, Anton Frederik Thielmann, Christoph Weisser, Benjamin Säfken. From Uniform to Learned Knots: A Study of Spline-Based Numerical Encodings for Tabular Deep Learning. Trans. Mach. Learn. Res., 2026, 2026. [doi]
@article{KumarTWS26,
title = {From Uniform to Learned Knots: A Study of Spline-Based Numerical Encodings for Tabular Deep Learning},
author = {Manish Kumar and Anton Frederik Thielmann and Christoph Weisser and Benjamin Säfken},
year = {2026},
url = {https://openreview.net/forum?id=str7wQt9Qc},
researchr = {https://researchr.org/publication/KumarTWS26},
cites = {0},
citedby = {0},
journal = {Trans. Mach. Learn. Res.},
volume = {2026},
}