Benjamin A. Goldstein

Predicting in-hospital length of stay: a two-stage modeling approach to account for highly skewed data

R. Henao, C. Scales, Congwen Zhao, 2022, BMC Medical Informatics and Decision Making.

Supercharging Imbalanced Data Learning With Energy-based Contrastive Representation Transfer

Ricardo Henao, L. Carin, Chenyang Tao, 2020, NeurIPS.

Supercharging Imbalanced Data Learning With Causal Representation Transfer pdf

Lawrence Carin, Chenyang Tao, Junya Chen, 2020, ArXiv.

Shapley variable importance clouds for interpretable machine learning pdf

Marcus Eng Hock Ong, Daniel Shu Wei Ting, Yilin Ning, 2021, ArXiv.

The importance of weight stabilization amongst those with overweight or obesity: Results from a large health care system

Neha J. Pagidipati, Ricardo Henao, N. Pagidipati, 2021, Preventive medicine reports.

Variational Disentanglement for Rare Event Modeling

Michael Gao, Zidi Xiu, Benjamin Goldstein, 2020, ArXiv.

Adversarial Time-to-Event Modeling

Lawrence Carin, Chenyang Tao, Chunyuan Li, 2018, ICML.