14 citations · 48 across the 7 of their papers we have counts for
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cs.LG2017★ 9 cited
Decoupled classifiers for fair and efficient machine learning
Cynthia Dwork, Nicole Immorlica, Adam Tauman Kalai +1
When it is ethical and legal to use a sensitive attribute (such as gender or race) in machine learning systems, the question remains how to do so. We show that the naive applicatio…
cs.CY2017★ 8 cited
Privacy in Information-Rich Intelligent Infrastructure
Cynthia Dwork, George J. Pappas
Intelligent infrastructure will critically rely on the dense instrumentation of sensors and actuators that constantly transmit streaming data to cloud-based analytics for real-time…