Sparse Neural Additive Model: Interpretable Deep Learning with Feature Selection via Group Sparsity

Shiyun Xu, Zhiqi Bu, Pratik Chaudhari +1

Interpretable machine learning has demonstrated impressive performance while preserving explainability. In particular, neural additive models (NAM) offer the interpretability to th…