Alex Luedtke

11 papers A* 1Journal 9Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
Conditional Distributional Treatment Effects: Doubly Robust Estimation and Testing.
CoRR
Saksham Jain, Alex Luedtke
2025 J jnl
Coreset selection for the Sinkhorn divergence and generic smooth divergences.
CoRR
Alex Kokot, Alex Luedtke
2025 J jnl
DoubleGen: Debiased Generative Modeling of Counterfactuals.
CoRR
Alex Luedtke, Kenji Fukumizu
2025 — conf
Stabilized Inverse Probability Weighting via Isotonic Calibration.
CLeaR
Lars van der Laan, Ziming Lin, Marco Carone, Alex Luedtke
2025 J jnl
Stochastic Gradients under Nuisances.
CoRR
Facheng Yu, Ronak Mehta, Alex Luedtke, Zaïd Harchaoui
2024 J jnl
Combining T-learning and DR-learning: a framework for oracle-efficient estimation of causal contrasts.
CoRR
Lars van der Laan, Marco Carone, Alex Luedtke
2023 A* conf
Causal Isotonic Calibration for Heterogeneous Treatment Effects.
ICML
Lars van der Laan, Ernesto Ulloa-Pérez, Marco Carone, Alex Luedtke
2023 J jnl
Causal isotonic calibration for heterogeneous treatment effects.
CoRR
Lars van der Laan, Ernesto Ulloa-Pérez, Marco Carone, Alex Luedtke
2021 J jnl
Adversarial Monte Carlo Meta-Learning of Optimal Prediction Procedures.
J. Mach. Learn. Res.
Alex Luedtke, Incheoul Chung, Oleg Sofrygin
2020 J jnl
Adversarial Monte Carlo Meta-Learning of Optimal Prediction Procedures.
CoRR
Alex Luedtke, Incheoul Chung, Oleg Sofrygin
2020 J jnl
Discussion of Kallus (2020) and Mo, Qi, and Liu (2020): New Objectives for Policy Learning.
CoRR
Sijia Li, Xiudi Li, Alex Luedtke