Niklas Pfister

9 catalog papers. Identity-linked publications and additional name matches are distinguished below.

ORCID: 0000-0001-6203-9777

University of Copenhagen

Publications

• Boosted Control Functions: Distribution Generalization and Invariance in Confounded Models — Journal of Machine Learning Research 2026 (name-matched, not ORCID-linked)
• Extrapolation-Aware Nonparametric Statistical Inference — Journal of Machine Learning Research 2026 (name-matched, not ORCID-linked)
• Invariant Subspace Decomposition — Journal of Machine Learning Research 2025 (name-matched, not ORCID-linked)
• Effect-Invariant Mechanisms for Policy Generalization — Journal of Machine Learning Research 2024 (name-matched, not ORCID-linked)
• Statistical testing under distributional shifts — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2023
• Stabilizing variable selection and regression — The Annals of Applied Statistics 2021
• Invariant Causal Prediction for Sequential Data — Journal of the American Statistical Association 2019
• Robustifying Independent Component Analysis by Adjusting for Group-Wise Stationary Noise — Journal of Machine Learning Research 2019
• Kernel-based tests for joint independence — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2018