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20172026
most citedHow Do Fairness Definitions Fare? Examining Public Attitudes Towards Algorithmic Definitions of Fairness

46 citations · 203 across the 34 of their papers we have counts for

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cs.LG2017★ 44 cited

Calibrated Fairness in Bandits

Yang Liu, Goran Radanovic, Christos Dimitrakakis +2

We study fairness within the stochastic, \emph{multi-armed bandit} (MAB) decision making framework. We adapt the fairness framework of "treating similar individuals similarly" to t…

cs.LG2017

Bayesian fairness

Christos Dimitrakakis, Yang Liu, David Parkes +1

We consider the problem of how decision making can be fair when the underlying probabilistic model of the world is not known with certainty. We argue that recent notions of fairnes…