MALTS: Matching After Learning to Stretch

Harsh Parikh, Cynthia Rudin, Alexander Volfovsky

We introduce a flexible framework that produces high-quality almost-exact matches for causal inference. Most prior work in matching uses ad-hoc distance metrics, often leading to p…