Genetic associations vary across the spectrum of fasting serum insulin: results from the European IDEFICS/I.Family children’s cohort (2023)
Authors: Kirsten Mehlig, Ronja Foraita, Rajini Nagrani, Marvin N. Wright, Stefaan De Henauw, Dénes Molnár, Luis A. Moreno, Paola Russo, Michael Tornaritis, Toomas Veidebaum, Lauren Lissner, Jaakko Kaprio, Iris Pigeot
Published at: Diabetologia (Volume: 66)
DOI: 10.1007/s00125-023-05957-w
Relating the Partial Dependence Plot and Permutation Feature Importance to the Data Generating Process (2023)
Authors: Christoph Molnar, Timo Freiesleben, Gunnar König, Julia Herbinger, Tim Reisinger, Giuseppe Casalicchio, Marvin N. Wright, Bernd Bischl
Published at: Communications in Computer and Information Science (Volume: 1901 CCIS)
DOI: 10.1007/978-3-031-44064-9_24
Unfooling SHAP and SAGE: Knockoff Imputation for Shapley Values (2023)
Authors: Kristin Blesch, Marvin N. Wright, David Watson
Published at: Communications in Computer and Information Science (Volume: 1901 CCIS)
DOI: 10.1007/978-3-031-44064-9_8
Adversarial Random Forests for Density Estimation and Generative Modeling (2023)
Authors: David S. Watson, Kristin Blesch, Jan Kapar, Marvin N. Wright
Published at: Proceedings of Machine Learning Research (Volume: 206)
Unifying local and global model explanations by functional decomposition of low dimensional structures (2023)
Authors: Munir Hiabu, Joseph T. Meyer, Marvin N. Wright
Published at: Proceedings of Machine Learning Research (Volume: 206)
Conditional feature importance for mixed data (2023)
Authors: Kristin Blesch, David S. Watson, Marvin N. Wright
Published at: AStA Advances in Statistical Analysis
DOI: 10.1007/s10182-023-00477-9
Are SHAP Values Biased Towards High-Entropy Features? (2023)
Authors: Raphael Baudeu, Marvin N. Wright, Markus Loecher
Published at: Communications in Computer and Information Science (Volume: 1752 CCIS)
DOI: 10.1007/978-3-031-23618-1_28
Special issue: Artificial intelligence in genomics (2022)
Authors: Anne-Laure Boulesteix, Marvin Wright
Published at: Human Genetics (Volume: 141)
DOI: 10.1007/s00439-022-02472-7
Forest tree species distribution for Europe 2000–2020: mapping potential and realized distributions using spatiotemporal machine learning (2022)
Authors: Carmelo Bonannella, Tomislav Hengl, Johannes Heisig, Leandro Parente, Marvin N. Wright, Martin Herold, Sytze de Bruin
Published at: PeerJ (Volume: 10)
DOI: 10.7717/peerj.13728
Personalised need of care in an ageing society: The making of a prediction tool based on register data (2021)
Authors: Marvin N. Wright, Sasmita Kusumastuti, Laust H. Mortensen, Rudi G. J. Westendorp, Thomas A. Gerds
Published at: Journal of the Royal Statistical Society. Series A: Statistics in Society (Volume: 184)
DOI: 10.1111/rssa.12644