4 citations · 4 across the 1 of their papers we have counts for
2 papers
cs.CY2021★ 4 cited
There is an elephant in the room: Towards a critique on the use of fairness in biometrics
Ana Valdivia, Júlia Corbera-Serrajòrdia, Aneta Swianiewicz
In 2019, the UK's Immigration and Asylum Chamber of the Upper Tribunal dismissed an asylum appeal basing the decision on the output of a biometric system, alongside other discrepan…
cs.LG2020
How fair can we go in machine learning? Assessing the boundaries of fairness in decision trees
Ana Valdivia, Javier Sánchez-Monedero, Jorge Casillas
Fair machine learning works have been focusing on the development of equitable algorithms that address discrimination of certain groups. Yet, many of these fairness-aware approache…