Alex Luedtke

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 6

Top Topics

Learning Frameworks

Indirect Effects

Markovian Decision

Top Venues

J. Mach. Learn. Res.

Publications

Lars van der Laan, Marco Carone, Alex Luedtke
Combining T-learning and DR-learning: a framework for oracle-efficient estimation of causal contrasts. CoRR (2024)
Lars van der Laan, Ernesto Ulloa-Pérez, Marco Carone, Alex Luedtke
Causal Isotonic Calibration for Heterogeneous Treatment Effects. ICML (2023)
Lars van der Laan, Ernesto Ulloa-Pérez, Marco Carone, Alex Luedtke
Causal isotonic calibration for heterogeneous treatment effects. CoRR (2023)
Alex Luedtke, Incheoul Chung, Oleg Sofrygin
Adversarial Monte Carlo Meta-Learning of Optimal Prediction Procedures. J. Mach. Learn. Res. 22 (2021)
Sijia Li, Xiudi Li, Alex Luedtke
Discussion of Kallus (2020) and Mo, Qi, and Liu (2020): New Objectives for Policy Learning. CoRR (2020)
Alex Luedtke, Incheoul Chung, Oleg Sofrygin
Adversarial Monte Carlo Meta-Learning of Optimal Prediction Procedures. CoRR (2020)