Through the Data Management Lens: Experimental Analysis and Evaluation of Fair Classification

Maliha Tashfia Islam, Anna Fariha, Alexandra Meliou +1

Classification, a heavily-studied data-driven machine learning task, drives an increasing number of prediction systems involving critical human decisions such as loan approval and…