Model-Agnostic Linear Competitors -- When Interpretable Models Compete and Collaborate with Black-Box Models

Hassan Rafique, Tong Wang, Qihang Lin

Driven by an increasing need for model interpretability, interpretable models have become strong competitors for black-box models in many real applications. In this paper, we propo…