Edward H. Kennedy

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 15

Top Topics

Logical Framework

Ensemble Learning

Risk Assessment

Top Venues

Publications

Zhenghao Zeng, David Arbour, Avi Feller, Raghavendra Addanki, Ryan A. Rossi, Ritwik Sinha, Edward H. Kennedy
Continuous Treatment Effects with Surrogate Outcomes. CoRR (2024)
Kwangho Kim, Jisu Kim, Edward H. Kennedy
Causal K-Means Clustering. CoRR (2024)
Kwangho Kim, Edward H. Kennedy, José R. Zubizarreta
Doubly Robust Counterfactual Classification. CoRR (2023)
Alan Mishler, Edward H. Kennedy
FADE: FAir Double Ensemble Learning for Observable and Counterfactual Outcomes. FAccT (2022)
Kwangho Kim, Edward H. Kennedy, José R. Zubizarreta
Doubly Robust Counterfactual Classification. NeurIPS (2022)
Ashesh Rambachan, Amanda Coston, Edward H. Kennedy
Counterfactual Risk Assessments under Unmeasured Confounding. CoRR (2022)
Alan Mishler, Edward H. Kennedy
FADE: FAir Double Ensemble Learning for Observable and Counterfactual Outcomes. CoRR (2021)
Alan Mishler, Edward H. Kennedy, Alexandra Chouldechova
Fairness in Risk Assessment Instruments: Post-Processing to Achieve Counterfactual Equalized Odds. FAccT (2021)
Liu Leqi, Edward H. Kennedy
Median Optimal Treatment Regimes. CoRR (2021)
Amanda Coston, Edward H. Kennedy, Alexandra Chouldechova
Counterfactual Predictions under Runtime Confounding. NeurIPS (2020)
Amanda Coston, Edward H. Kennedy, Alexandra Chouldechova
Counterfactual Predictions under Runtime Confounding. CoRR (2020)
Amanda Coston, Alan Mishler, Edward H. Kennedy, Alexandra Chouldechova
Counterfactual risk assessments, evaluation, and fairness. FAT* (2020)
Amanda Coston, Alexandra Chouldechova, Edward H. Kennedy
Counterfactual Risk Assessments, Evaluation, and Fairness. CoRR (2019)
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
Model Performance Metrics in Assessing the Value of Adding Intraoperative Data for Death Prediction: Applications to Noncardiac Surgery. MedInfo (2019)
Kwangho Kim, Jisu Kim, Edward H. Kennedy
Causal effects based on distributional distances. CoRR (2018)