Lars van der Laan

According to our database, Lars van der Laan authored at least 10 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Hybrid Meta-learners for Estimating Heterogeneous Treatment Effects.

Zhongyuan Liang, Lars van der Laan, Ahmed Alaa

CoRR, June, 2025

Generalized Venn and Venn-Abers Calibration with Applications in Conformal Prediction.

Lars van der Laan, Ahmed M. Alaa

CoRR, February, 2025

Automatic Double Reinforcement Learning in Semiparametric Markov Decision Processes with Applications to Long-Term Causal Inference.

Lars van der Laan, David Hubbard, Allen Tran, Nathan Kallus, Aurélien Bibaut

CoRR, January, 2025

A SuperLearner-based pipeline for the development of DNA methylation-derived predictors of phenotypic traits.

Dennis Khodasevich, Nina Holland, Lars van der Laan, Andrés Cárdenas

PLoS Comput. Biol., 2025

Stabilized Inverse Probability Weighting via Isotonic Calibration.

Lars van der Laan, Ziming Lin, Marco Carone, Alex Luedtke

Proceedings of the Causal Learning and Reasoning, Lausanne, Switzerland, 7-9 May 2025., 2025

2024

Self-Consistent Conformal Prediction.

Lars van der Laan, Ahmed M. Alaa

CoRR, 2024

Combining T-learning and DR-learning: a framework for oracle-efficient estimation of causal contrasts.

Lars van der Laan, Marco Carone, Alex Luedtke

CoRR, 2024

Self-Calibrating Conformal Prediction.

Lars van der Laan, Ahmed M. Alaa

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

2023

Estimating Uncertainty in Multimodal Foundation Models using Public Internet Data.

Shiladitya Dutta, Hongbo Wei, Lars van der Laan, Ahmed M. Alaa

CoRR, 2023

Causal Isotonic Calibration for Heterogeneous Treatment Effects.

Lars van der Laan, Ernesto Ulloa-Pérez, Marco Carone, Alex Luedtke

Proceedings of the International Conference on Machine Learning, 2023