Lars van der Laan

18 papers A* 3Journal 14Unranked 1

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A Researcher's Guide to Empirical Risk Minimization. CoRR Lars van der Laan
2025	J	`jnl`	A SuperLearner-based pipeline for the development of DNA methylation-derived predictors of phenotypic traits. PLoS Comput. Biol. Dennis Khodasevich, Nina Holland, Lars van der Laan, Andrés Cárdenas
2025	J	`jnl`	Automatic Double Reinforcement Learning in Semiparametric Markov Decision Processes with Applications to Long-Term Causal Inference. CoRR Lars van der Laan, David Hubbard, Allen Tran, Nathan Kallus, Aurélien Bibaut
2025	J	`jnl`	Bellman Calibration for V-Learning in Offline Reinforcement Learning. CoRR Lars van der Laan, Nathan Kallus
2025	J	`jnl`	Efficient Inference for Inverse Reinforcement Learning and Dynamic Discrete Choice Models. CoRR Lars van der Laan, Aurélien Bibaut, Nathan Kallus
2025	J	`jnl`	Fitted Q Evaluation Without Bellman Completeness via Stationary Weighting. CoRR Lars van der Laan, Nathan Kallus
2025	A*	`conf`	Generalized Venn and Venn-Abers Calibration with Applications in Conformal Prediction. ICML Lars van der Laan, Ahmed M. Alaa
2025	J	`jnl`	Generalized Venn and Venn-Abers Calibration with Applications in Conformal Prediction. CoRR Lars van der Laan, Ahmed M. Alaa
2025	J	`jnl`	Hybrid Meta-learners for Estimating Heterogeneous Treatment Effects. CoRR Zhongyuan Liang, Lars van der Laan, Ahmed M. Alaa
2025	J	`jnl`	Inverse Reinforcement Learning Using Just Classification and a Few Regressions. CoRR Lars van der Laan, Nathan Kallus, Aurélien Bibaut
2025	—	`conf`	Stabilized Inverse Probability Weighting via Isotonic Calibration. CLeaR Lars van der Laan, Ziming Lin, Marco Carone, Alex Luedtke
2025	J	`jnl`	Stationary Reweighting Yields Local Convergence of Soft Fitted Q-Iteration. CoRR Lars van der Laan, Nathan Kallus
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
2024	A*	`conf`	Self-Calibrating Conformal Prediction. NeurIPS Lars van der Laan, Ahmed M. Alaa
2024	J	`jnl`	Self-Consistent Conformal Prediction. CoRR Lars van der Laan, Ahmed M. Alaa
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
2023	J	`jnl`	Estimating Uncertainty in Multimodal Foundation Models using Public Internet Data. CoRR Shiladitya Dutta, Hongbo Wei, Lars van der Laan, Ahmed M. Alaa