381 citations · 733 across the 13 of their papers we have counts for
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cs.LG2023
PRIMO: Private Regression in Multiple Outcomes
Seth Neel
We introduce a new private regression setting we call Private Regression in Multiple Outcomes (PRIMO), inspired by the common situation where a data analyst wants to perform a set…
cs.LG2023
Feature Importance Disparities for Data Bias Investigations
Peter W. Chang, Leor Fishman, Seth Neel
It is widely held that one cause of downstream bias in classifiers is bias present in the training data. Rectifying such biases may involve context-dependent interventions such as…