103 citations · 107 across the 2 of their papers we have counts for
2 papers
cs.LG2020★ 4 cited
Fair Inputs and Fair Outputs: The Incompatibility of Fairness in Privacy and Accuracy
Bashir Rastegarpanah, Mark Crovella, Krishna P. Gummadi
Fairness concerns about algorithmic decision-making systems have been mainly focused on the outputs (e.g., the accuracy of a classifier across individuals or groups). However, one…
cs.IR2019★ 103 cited
Fighting Fire with Fire: Using Antidote Data to Improve Polarization and Fairness of Recommender Systems
Bashir Rastegarpanah, Krishna P. Gummadi, Mark Crovella
The increasing role of recommender systems in many aspects of society makes it essential to consider how such systems may impact social good. Various modifications to recommendatio…