Through the Fairness Lens: Experimental Analysis and Evaluation of Entity Matching

Nima Shahbazi, Nikola Danevski, Fatemeh Nargesian +2

Entity matching (EM) is a challenging problem studied by different communities for over half a century. Algorithmic fairness has also become a timely topic to address machine bias…