Benchmarking Framework for Performance-Evaluation of Causal Inference Analysis. - Yishai Shimoni; Chen Yanover; Ehud Karavani; Yaara Goldschmidt (CoRR, 2018)

An Evaluation Toolkit to Guide Model Selection and Cohort Definition in Causal Inference. - Yishai Shimoni; Ehud Karavani; Sivan Ravid; Peter Bak; Tan Hung Ng; Sharon Hensley Alford; Denise Meade; Yaara Goldschmidt (CoRR, 2019)

A discriminative approach for finding and characterizing positivity violations using decision trees. - Ehud Karavani; Peter Bak; Yishai Shimoni (CoRR, 2019)

Causalvis: Visualizations for Causal Inference. - Grace Guo; Ehud Karavani; Alex Endert; Bum Chul Kwon (CHI, 2023)

Using Causal Inference to Investigate Contraceptive Discontinuation in Sub-Saharan Africa. - Victor Akinwande; Megan MacGregor; Celia Cintas; Ehud Karavani; Dennis Wei; Kush R. Varshney; Pablo A. Nepomnaschy (IJCAI, 2024)

Hierarchical Bias-Driven Stratification for Interpretable Causal Effect Estimation. - Lucile Ter-Minassian; Liran Szlak; Ehud Karavani; Christopher C. Holmes; Yishai Shimoni (AISTATS, 2025)