Causal effects based on distributional distances. - Kwangho Kim; Jisu Kim; Edward H. Kennedy (CoRR, 2018)

Model Performance Metrics in Assessing the Value of Adding Intraoperative Data for Death Prediction: Applications to Noncardiac Surgery. - Victor J. Lei; Edward H. Kennedy; ThaiBinh Luong; Xinwei Chen; Daniel E. Polsky; Kevin G. Volpp; Mark D. Neuman; John H. Holmes; Lee A. Fleisher; Amol S. Navathe (MedInfo, 2019)

Counterfactual Risk Assessments, Evaluation, and Fairness. - Amanda Coston; Alexandra Chouldechova; Edward H. Kennedy (CoRR, 2019)

Counterfactual risk assessments, evaluation, and fairness. - Amanda Coston; Alan Mishler; Edward H. Kennedy; Alexandra Chouldechova (FAT*, 2020)

Counterfactual Predictions under Runtime Confounding. - Amanda Coston; Edward H. Kennedy; Alexandra Chouldechova (NeurIPS, 2020)

Fairness in Risk Assessment Instruments: Post-Processing to Achieve Counterfactual Equalized Odds. - Alan Mishler; Edward H. Kennedy; Alexandra Chouldechova (FAccT, 2021)

Median Optimal Treatment Regimes. - Liu Leqi; Edward H. Kennedy (CoRR, 2021)

FADE: FAir Double Ensemble Learning for Observable and Counterfactual Outcomes. - Alan Mishler; Edward H. Kennedy (FAccT, 2022)

Doubly Robust Counterfactual Classification. - Kwangho Kim; Edward H. Kennedy; José R. Zubizarreta (NeurIPS, 2022)

Counterfactual Risk Assessments under Unmeasured Confounding. - Ashesh Rambachan; Amanda Coston; Edward H. Kennedy (CoRR, 2022)

Continuous Treatment Effects with Surrogate Outcomes. - Zhenghao Zeng; David Arbour; Avi Feller; Raghavendra Addanki; Ryan A. Rossi; Ritwik Sinha; Edward H. Kennedy (ICML, 2024)

Hierarchical and Density-based Causal Clustering. - Kwangho Kim; Jisu Kim; Larry A. Wasserman; Edward H. Kennedy (NeurIPS, 2024)

Causal K-Means Clustering. - Kwangho Kim; Jisu Kim; Edward H. Kennedy (CoRR, 2024)

Linking Clicks to Bricks: Understanding the Effects of Email Advertising on Multichannel Sales. - Mi Zhou; Vibhanshu Abhishek; Edward H. Kennedy; Kannan Srinivasan; Ritwik Sinha (Inf. Syst. Res., 2025)