164 citations · 526 across the 53 of their papers we have counts for
3 papers · 1 filter
Improving Fairness in Criminal Justice Algorithmic Risk Assessments Using Optimal Transport and Conformal Prediction Sets
Richard A. Berk, Arun Kumar Kuchibhotla, Eric Tchetgen Tchetgen
In the United States and elsewhere, risk assessment algorithms are being used to help inform criminal justice decision-makers. A common intent is to forecast an offender's ``future…
Quantifying an Adherence Path-Specific Effect of Antiretroviral Therapy in the Nigeria PEPFAR Program
Caleb Miles, Ilya Shpitser, Phyllis Kanki +2
Since the early 2000s, evidence has accumulated for a significant differential effect of first-line antiretroviral therapy (ART) regimens on human immunodeficiency virus (HIV) vira…
Flexible covariate-adjusted exact tests of randomized treatment effects with application to a trial of HIV education
Alisa J. Stephens, Eric J. Tchetgen Tchetgen, Victor De Gruttola
The primary goal of randomized trials is to compare the effects of different interventions on some outcome of interest. In addition to the treatment assignment and outcome, data on…