Nonparametric variable importance using an augmented neural network with multi-task learning. - Jean Feng; Brian D. Williamson; Marco Carone; Noah Simon (ICML, 2018)

Prediction of VRC01 neutralization sensitivity by HIV-1 gp160 sequence features. - Craig A. Magaret; David C. Benkeser; Brian D. Williamson; Bhavesh Borate; Lindsay N. Carpp; Ivelin S. Georgiev; Ian Setliff; Adam S. Dingens; Noah Simon; Marco Carone; Christopher Simpkins; David C. Montefiori; et al. (PLoS Comput. Biol., 2019)

Causal Isotonic Calibration for Heterogeneous Treatment Effects. - Lars van der Laan; Ernesto Ulloa-Pérez; Marco Carone; Alex Luedtke (ICML, 2023)

Combining T-learning and DR-learning: a framework for oracle-efficient estimation of causal contrasts. - Lars van der Laan; Marco Carone; Alex Luedtke (CoRR, 2024)

A Framework for Leveraging Machine Learning Tools to Estimate Personalized Survival Curves. - Charles J. Wolock; Peter B. Gilbert; Noah Simon; Marco Carone (J. Comput. Graph. Stat., 2024)

Stabilized Inverse Probability Weighting via Isotonic Calibration. - Lars van der Laan; Ziming Lin; Marco Carone; Alex Luedtke (CLeaR, 2025)