Marco Carone

3 papers · 2018–2025 · 2 conferences · across top CS/AI conferences

Achievements

🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌍 Conference Polyglot (2) 🏃 Academic Marathon (7) 🐝 Cross-Pollinator (14)

Conferences

ICML (2) CLEAR (1)

Top co-authors

Alex Luedtke (2) Lars van der Laan (2) Ziming Lin (1) Ernesto Ulloa-Perez (1) Brian Williamson (1) Jean Feng (1) Noah Simon (1)

Keywords

causal inference (1) multi-task learning (1) nonparametric estimation (1) variable importance (1) propensity score (1) heterogeneous treatment effect (1) predictive model (1) outcome regression (1) doubly robust (1) isotonic calibration (1) neural network (1)

Papers

Stabilized Inverse Probability Weighting via Isotonic Calibration CLEAR 2025

Causal Isotonic Calibration for Heterogeneous Treatment Effects ICML 2023

Nonparametric variable importance using an augmented neural network with multi-task learning ICML 2018