162 citations · 585 across the 42 of their papers we have counts for
5 papers · 1 filter
Temporal Regular Path Queries
Marcelo Arenas, Pedro Bahamondes, Amir Aghasadeghi +1
In the last decade, substantial progress has been made towards standardizing the syntax of graph query languages, and towards understanding their semantics and complexity of evalua…
Disaggregated Interventions to Reduce Inequality
Lucius E. J. Bynum, Joshua R. Loftus, Julia Stoyanovich
A significant body of research in the data sciences considers unfair discrimination against social categories such as race or gender that could occur or be amplified as a result of…
Fairness as Equality of Opportunity: Normative Guidance from Political Philosophy
Falaah Arif Khan, Eleni Manis, Julia Stoyanovich
Recent interest in codifying fairness in Automated Decision Systems (ADS) has resulted in a wide range of formulations of what it means for an algorithmic system to be fair. Most o…
Most Expected Winner: An Interpretation of Winners over Uncertain Voter Preferences
Haoyue Ping, Julia Stoyanovich
It remains an open question how to determine the winner of an election when voter preferences are incomplete or uncertain. One option is to assume some probability space over the v…
Fairness in Ranking: A Survey
Meike Zehlike, Ke Yang, Julia Stoyanovich
In the past few years, there has been much work on incorporating fairness requirements into algorithmic rankers, with contributions coming from the data management, algorithms, inf…