Locally Sparse Neural Networks for Tabular Biomedical Data

Junchen Yang, Ofir Lindenbaum, Yuval Kluger

Abstract: Tabular datasets with low-sample-size or many variables are prevalent in biomedicine. Practitioners in this domain prefer linear or tree-based models over neural networks since the latter are harde...