Edward H. Kennedy

CoRR, 2024

Hierarchical and Density-based Causal Clustering.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Continuous Treatment Effects with Surrogate Outcomes.

[BibT_eX]

[DOI]

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2022

Counterfactual Risk Assessments under Unmeasured Confounding.

[BibT_eX]

[DOI]

Ashesh Rambachan

CoRR, 2022

Doubly Robust Counterfactual Classification.

[BibT_eX]

[DOI]

Kwangho Kim

José R. Zubizarreta

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

FADE: FAir Double Ensemble Learning for Observable and Counterfactual Outcomes.

[BibT_eX]

[DOI]

Alan Mishler

Proceedings of the FAccT '22: 2022 ACM Conference on Fairness, Accountability, and Transparency, Seoul, Republic of Korea, June 21, 2022

2021

Median Optimal Treatment Regimes.

[BibT_eX]

[DOI]

Liu Leqi

CoRR, 2021

Fairness in Risk Assessment Instruments: Post-Processing to Achieve Counterfactual Equalized Odds.

[BibT_eX]

[DOI]

Alan Mishler

Proceedings of the FAccT '21: 2021 ACM Conference on Fairness, 2021

2020

Counterfactual Predictions under Runtime Confounding.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Counterfactual risk assessments, evaluation, and fairness.

[BibT_eX]

[DOI]

Alan Mishler

Proceedings of the FAT* '20: Conference on Fairness, 2020

2019

Counterfactual Risk Assessments, Evaluation, and Fairness.

[BibT_eX]

[DOI]

CoRR, 2019

Model Performance Metrics in Assessing the Value of Adding Intraoperative Data for Death Prediction: Applications to Noncardiac Surgery.

[BibT_eX]

[DOI]

Proceedings of the MEDINFO 2019: Health and Wellbeing e-Networks for All, 2019

2018

Causal effects based on distributional distances.

[BibT_eX]

[DOI]

Kwangho Kim

Jisu Kim