36 citations · 36 across the 2 of their papers we have counts for
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cs.LG2017★ 36 cited
Provably Fair Representations
Daniel McNamara, Cheng Soon Ong, Robert C. Williamson
Machine learning systems are increasingly used to make decisions about people's lives, such as whether to give someone a loan or whether to interview someone for a job. This has le…
cs.LG2016
A Modular Theory of Feature Learning
Daniel McNamara, Cheng Soon Ong, Robert C. Williamson
Learning representations of data, and in particular learning features for a subsequent prediction task, has been a fruitful area of research delivering impressive empirical results…