J. Schweisthal

发表论文 24 篇 · 总被引 527 次 · h-index 7

代表论文

Causal machine learning for predicting treatment outcomes (2024 · Nature Medicine · 被引 372)
Using natural language processing to analyse text data in behavioural science (2025 · Nature Reviews Psychology · 被引 134)
DiffPO: A causal diffusion model for learning distributions of potential outcomes (2024 · Neural Information Processing Systems · 被引 23)
Conformal Prediction for Causal Effects of Continuous Treatments (2024 · Advances in Neural Information Processing Systems 38 · 被引 19)
Reliable Off-Policy Learning for Dosage Combinations (2023 · Neural Information Processing Systems · 被引 19)
Meta-Learners for Partially-Identified Treatment Effects Across Multiple Environments (2024 · International Conference on Machine Learning · 被引 12)