2 papers
cs.LG2026
Mind the Gap: Optimal and Equitable Encouragement Policies
Angela Zhou
In consequential domains, it is often impossible to compel individuals to take treatment, so that optimal policy rules are merely suggestions in the presence of human non-adherence…
stat.ML2026
Optimal Causal Annotations: An Application to Casenotes in Social Services
Ezinne Nwankwo, Lauri Goldkind, Angela Zhou
Problem definition: Estimating causal effects of interventions is central to policy and operations, but outcome data are often missing or costly to obtain. LLMs can provide text an…