9 citations · 32 across the 16 of their papers we have counts for
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cs.CY2020
Experimental Evaluation of Algorithm-Assisted Human Decision-Making: Application to Pretrial Public Safety Assessment
Kosuke Imai, Zhichao Jiang, James Greiner +2
Despite an increasing reliance on fully-automated algorithmic decision-making in our day-to-day lives, human beings still make highly consequential decisions. As frequently seen in…
cs.CY2020★ 8 cited
Principal Fairness for Human and Algorithmic Decision-Making
Kosuke Imai, Zhichao Jiang
Using the concept of principal stratification from the causal inference literature, we introduce a new notion of fairness, called principal fairness, for human and algorithmic deci…