When the Ends do not Justify the Means: Learning Who is Predicted to Have Harmful Indirect Effects
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There is a growing literature on finding rules by which to assign treatment based on an individual's characteristics such that a desired outcome under the intervention is maximized. A related goal entails identifying a subpopulation of individuals predicted to... ...