most citedDownstream Fairness Caveats with Synthetic Healthcare Data

5 citations · 5 across the 1 of their papers we have counts for

collaborators

1 paper

cs.LG2022★ 5 cited

Downstream Fairness Caveats with Synthetic Healthcare Data

Karan Bhanot, Ioana Baldini, Dennis Wei +2

This paper evaluates synthetically generated healthcare data for biases and investigates the effect of fairness mitigation techniques on utility-fairness. Privacy laws limit access…