8 citations · 17 across the 11 of their papers we have counts for
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cs.AI2021
Explaining how your AI system is fair
Boris Ruf, Marcin Detyniecki
To implement fair machine learning in a sustainable way, choosing the right fairness objective is key. Since fairness is a concept of justice which comes in various, sometimes conf…
cs.LG2021
Implementing Fair Regression In The Real World
Boris Ruf, Marcin Detyniecki
Most fair regression algorithms mitigate bias towards sensitive sub populations and therefore improve fairness at group level. In this paper, we investigate the impact of such impl…
cs.AI2021★ 1 cited
Towards the Right Kind of Fairness in AI
Boris Ruf, Marcin Detyniecki
Fairness is a concept of justice. Various definitions exist, some of them conflicting with each other. In the absence of an uniformly accepted notion of fairness, choosing the righ…