works on
airline revenue management 1causal inference 1decision trees 1mixed-integer optimization 1prescriptive analytics 1

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

collaborators

1 paper

cs.LG2026

Counterfactual Optimal Action Trees (COAT): Interpretable Prescriptive Policies from Observational Data

Youssef Drissi, Markus Ettl, Shivaram Subramanian +2

The paper presents COAT, a method that builds interpretable decision trees for prescribing actions by combining counterfactual outcome estimates with mixed‑integer optimization, an…