485 citations · 575 across the 2 of their papers we have counts for
3 papers
cs.CY2017★ 485 cited
FA*IR: A Fair Top-k Ranking Algorithm
Meike Zehlike, Francesco Bonchi, Carlos Castillo +3
In this work, we define and solve the Fair Top-k Ranking problem, in which we want to determine a subset of k candidates from a large pool of n >> k candidates, maximizing utility…
cs.DB2015★ 90 cited
Exposing the Probabilistic Causal Structure of Discrimination
Francesco Bonchi, Sara Hajian, Bud Mishra +1
Discrimination discovery from data is an important task aiming at identifying patterns of illegal and unethical discriminatory activities against protected-by-law groups, e.g., eth…
cs.DB2013
Simultaneous Discrimination Prevention and Privacy Protection in Data Publishing and Mining
Sara Hajian
Data mining is an increasingly important technology for extracting useful knowledge hidden in large collections of data. There are, however, negative social perceptions about data…