XNNTab — Interpretable Neural Networks for Tabular Data using Sparse Autoencoders
arXiv:2512.13442v3 Announce Type: replace
Abstract: In data-driven applications relying on tabular data, where interpretability is key, machine learning models such as decision trees and linear regression are applied. Although neural networks can prov…