SHAPNN: Shapley Value Regularized Tabular Neural Network

Qisen Cheng, Shuhui Qu, Janghwan Lee

We present SHAPNN, a novel deep tabular data modeling architecture designed for supervised learning. Our approach leverages Shapley values, a well-established technique for explain…