Marco Carone

According to our database, Marco Carone authored at least 6 papers between 2018 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Stabilized Inverse Probability Weighting via Isotonic Calibration.

Lars van der Laan, Ziming Lin, Marco Carone, Alex Luedtke

Proceedings of the Causal Learning and Reasoning, Lausanne, Switzerland, 7-9 May 2025., 2025

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

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

2023

Causal Isotonic Calibration for Heterogeneous Treatment Effects.

Lars van der Laan, Ernesto Ulloa-Pérez, Marco Carone, Alex Luedtke

Proceedings of the International Conference on Machine Learning, 2023

2019

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, Galit Alter, Wen-Han Yu, Michal Juraska, Paul Thatcher Edlefsen, Shelly Karuna, Nyaradzo M. Mgodi, Srilatha Edugupanti, Peter B. Gilbert

PLoS Comput. Biol., 2019

2018

Nonparametric variable importance using an augmented neural network with multi-task learning.

Jean Feng, Brian D. Williamson, Marco Carone, Noah Simon

Proceedings of the 35th International Conference on Machine Learning, 2018