Alex Luedtke

3 papers · 2021–2025 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (10)

Venues

CLeaR (1) ICML (1) JMLR (1)

Top co-authors

Lars van der Laan (2) Marco Carone (2) Ernesto Ulloa-Perez (1) Ziming Lin (1) Incheoul Chung (1) Oleg Sofrygin (1)

Research topics

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

Keywords

isotonic calibration (2) propensity score (2) causal inference (2) inverse probability weighting (1) doubly robust estimator (1) heterogeneous treatment effect (1) average treatment effect (1) outcome regression (1) doubly robust (1) optimal strategy (1) prediction procedure (1) adversarial learning (1) few-shot learning (1)

Papers

Stabilized Inverse Probability Weighting via Isotonic Calibration CLeaR 2025 Causal Isotonic Calibration for Heterogeneous Treatment Effects ICML 2023 Adversarial Monte Carlo Meta-Learning of Optimal Prediction Procedures JMLR 2021