Marco Carone

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

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (11)

Venues

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)

Research topics

Artificial Intelligence (3) Core AI (3) Machine Learning (2) Core Methods (2) Learning Types · Machine Learning (2) Deep Learning (1) Healthcare & Medicine (1) Knowledge & Reasoning (1) Clinical (1) Learning Types · Deep Learning (1) Optimization & Theory (1) Representation (1)

Keywords

propensity score (2) isotonic calibration (2) causal inference (2) variable importance (1) inverse probability weighting (1) doubly robust estimator (1) heterogeneous treatment effect (1) average treatment effect (1) predictive model (1) outcome regression (1) doubly robust (1) neural network (1) multi-task learning (1) nonparametric estimation (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