3 citations · 4 across the 3 of their papers we have counts for
3 papers
cs.LG2025
Bridging Prediction and Intervention Problems in Social Systems
Lydia T. Liu, Inioluwa Deborah Raji, Angela Zhou +32
Many automated decision systems (ADS) are designed to solve prediction problems -- where the goal is to learn patterns from a sample of the population and apply them to individuals…
cs.LG2025★ 1 cited
Leveraging Generative Artificial Intelligence for Causal Inference with Unstructured Data
Kosuke Imai, Kentaro Nakamura
We introduce GenAI-Powered Inference (GPI), a statistical framework for both causal and predictive inference using unstructured data, including text and images. GPI leverages open-…
stat.ME2013★ 3 cited
Causal Inference in Observational Studies with Non-Binary Treatments
Shandong Zhao, David A. van Dyk, Kosuke Imai
Propensity score methods have become a part of the standard toolkit for applied researchers who wish to ascertain causal effects from observational data. While they were originally…