works on
causal inference 1observational health data 1policy evaluation 1subgroup analysis 1unsupervised clustering 1

From the 1 of 1 linked paper with an AI index.

collaborators

1 paper

cs.LG2026

From Unsupervised Subgroups to Hypothetical State-Intervention Policies: An Evaluation of Selected Subgrouping Methods in Observational Health Data

Vasundhara Acharya, Bulent Yener

The paper assesses various unsupervised clustering techniques for creating subgroups from pretreatment health data to support budget-constrained policy decisions, using a causal‑di…