Niklas Pfister
Niklas Pfister
Assistant Professor, University of Copenhagen
Verified email at math.ku.dk - Homepage
Title
Cited by
Cited by
Year
Kernel-based tests for joint independence
N Pfister, P Bühlmann, B Schölkopf, J Peters
Journal of the Royal Statistical Society: Series B (Statistical Methodology …, 2018
952018
Kernel-based tests for joint independence
N Pfister, P Bühlmann, B Schölkopf, J Peters
Journal of the Royal Statistical Society: Series B (Statistical Methodology …, 2018
952018
Invariant causal prediction for sequential data
N Pfister, P Bühlmann, J Peters
Journal of the American Statistical Association 114 (527), 1264-1276, 2019
332019
Learning stable and predictive structures in kinetic systems
N Pfister, S Bauer, J Peters
Proceedings of the National Academy of Sciences 116 (51), 25405-25411, 2019
17*2019
Stabilizing variable selection and regression
N Pfister, EG Williams, J Peters, R Aebersold, P Bühlmann
arXiv preprint arXiv:1911.01850, 2019
122019
Robustifying independent component analysis by adjusting for group-wise stationary noise
N Pfister, S Weichwald, P Bühlmann, B Schölkopf
Journal of Machine Learning Research 20 (147), 1-50, 2019
102019
The difficult task of distribution generalization in nonlinear models
R Christiansen, N Pfister, ME Jakobsen, N Gnecco, J Peters
arXiv preprint arXiv:2006.07433, 2020
9*2020
dHSIC: Independence testing via Hilbert Schmidt independence criterion
N Pfister, J Peters
R Package Version 2.0. Https://CRAN. R-Project. Org/Package= dHSIC, 2017
92017
Causal models for dynamical systems
J Peters, S Bauer, N Pfister
arXiv preprint arXiv:2001.06208, 2020
62020
dHSIC: Independence testing via Hilbert Schmidt independence criterion (R package version 1.1)
N Pfister, J Peters
52017
Multi-Omic Profiling of the Liver Across Diets and Age in a Diverse Mouse Population
EG Williams, N Pfister, S Roy, C Statzer, J Haverty, J Ingels, C Bohl, ...
BioRxiv, 2020.08. 20.222968, 2021
22021
Statistical Testing under Distributional Shifts
N Thams, S Saengkyongam, N Pfister, J Peters
arXiv preprint arXiv:2105.10821, 2021
12021
Joint independence testing
N Pfister
Master's Thesis, 2016
12016
Invariant Policy Learning: A Causal Perspective
S Saengkyongam, N Thams, J Peters, N Pfister
arXiv preprint arXiv:2106.00808, 2021
2021
Intervention stability in statistics: Benefiting from causality
N Pfister
ETH Zurich, 2019
2019
Package ‘groupICA’
N Pfister, S Weichwald, MN Pfister
2018
A Literature Review of High Order ODE Solvers
N Pfister
2015
Duality and Utility Maximization
NA Pfister
2013
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Articles 1–18