Transparency Promotion with Model-Agnostic Linear Competitors

no code implementations • ICML 2020 • Hassan Rafique, Tong Wang, Qihang Lin, Arshia Singhani

We propose a novel type of hybrid model for multi-class classification, which utilizes competing linear models to collaborate with an existing black-box model, promoting transparency in the decision-making process.

Decision Making Multi-class Classification