8 citations · 9 across the 3 of their papers we have counts for
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cs.DB2019
Data Management for Causal Algorithmic Fairness
Babak Salimi, Bill Howe, Dan Suciu
Fairness is increasingly recognized as a critical component of machine learning systems. However, it is the underlying data on which these systems are trained that often reflects d…
cs.DB2019★ 1 cited
In Defense of Synthetic Data
Luke Rodriguez, Bill Howe
Synthetic datasets have long been thought of as second-rate, to be used only when "real" data collected directly from the real world is unavailable. But this perspective assumes th…