2 papers
cs.LG2025
Synthetic Survival Control: Extending Synthetic Controls for "When-If" Decision
Jessy Xinyi Han, Devavrat Shah
Estimating causal effects on time-to-event outcomes from observational data is particularly challenging due to censoring, limited sample sizes, and non-random treatment assignment.…
cs.CY2025
Fairness Is More Than Algorithms: Racial Disparities in Time-to-Recidivism
Jessy Xinyi Han, Kristjan Greenewald, Devavrat Shah
Racial disparities in recidivism remain a persistent challenge within the criminal justice system, increasingly exacerbated by the adoption of algorithmic risk assessment tools. Pa…