Khawla Elhadri

Towards Interpretable Deep Neural Networks for Tabular Data

2025 · arXiv (Cornell University)

Tabular data is the foundation of many applications in fields such as finance and healthcare. Although DNNs tailored for tabular data achieve competitive predictive performance, they are blackboxes with little interpretability. We introduce XNNTab, a …