649 citations · 2.5k across the 31 of their papers we have counts for
Showing 2017 · cs.CYShow all
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cs.CY2017★ 391 cited
Fairness in Machine Learning: Lessons from Political Philosophy
Reuben Binns
What does it mean for a machine learning model to be `fair', in terms which can be operationalised? Should fairness consist of ensuring everyone has an equal probability of obtaini…
cs.CY2017★ 78 cited
Like trainer, like bot? Inheritance of bias in algorithmic content moderation
Reuben Binns, Michael Veale, Max Van Kleek +1
The internet has become a central medium through which `networked publics' express their opinions and engage in debate. Offensive comments and personal attacks can inhibit particip…