Marvin Wright

Marvin Wright

wright@leibniz-bips.de
Institution: Leibniz Institute for Prevention Research and Epidemiology - BIPS / University of Bremen
Department: Emmy Noether Junior Research Group "Beyond Prediction - Statistical Inference with Machine Learning"
Position: Group Leader
https://www.bips-institut.de/en/the-institute/departments/biometry-and-data-management/emmy-noether-junior-research-group-beyond-prediction-statistical-inference-with-machine-learning.html

Statistical machine learning, explainable AI

  • A large-scale neutral comparison study of survival models on low-dimensional data (2026)

    Authors: Lukas Burk, John Zobolas, Bernd Bischl, Andreas Bender, Marvin N Wright, Raphael Sonabend

    Published at: Bioinformatics (Volume: 42)
    DOI: 10.1093/bioinformatics/btag186

  • Explainable AI Insights Into EEG Classification and Its Alignment to Neural Correlates (2026)

    Authors: Hendrik Eilts, Gabriel Ivucic, Niklas Koenen, Marvin N. Wright, Tanja Schultz, Felix Putze

    Published at: Human Brain Mapping (Volume: 47)
    DOI: 10.1002/hbm.70528

  • Missing Value Imputation With Adversarial Random Forests—MissARF (2026)

    Authors: Pegah Golchian, Jan Kapar, David S. Watson, Marvin N. Wright

    Published at: Statistics in Medicine (Volume: 45)
    DOI: 10.1002/sim.70379

  • Interpretable Machine Learning for Survival Analysis (2025)

    Authors: Sophie Hanna Langbein, Mateusz Krzyziński, Mikołaj Spytek, Hubert Baniecki, Przemysław Biecek, Marvin N. Wright

    Published at: Biometrical Journal (Volume: 67)
    DOI: 10.1002/bimj.70089

  • Cross-sectional study of health impairment related to post COVID-19 condition among participants of a large population-based cohort in Germany (2025)

    Authors: Sophie Diexer, Jonas Frost, Peter Ahnert, Till W. Baernighausen, Hermann Brenner, Julia Fricke, Sabine Gabrysch, Karin Halina Greiser, Volker Harth, Jana-Kristin Heise, Rudolf Kaaks, André Karch, Thomas Keil, Bianca Klee, Carolina J. Klett-Tammen, Lilian Krist, Benedikt M. J. Lampl, Michael F. Leitzmann, Wolfgang Lieb, Claudia Meinke-Franze, Karin B. Michels, Ilais Moreno Velásquez, Nadia Obi, Annette Peters, Laura R. Pfrommer, Tobias Pischon, Oliver Purschke, Nicole Rübsamen, Tamara Schikowski, Börge Schmidt, Sigrid Thierry, Henry Völzke, Marvin N Wright, Hajo Zeeb, Rafael Mikolajczyk

    Published at: Scientific Reports (Volume: 15)
    DOI: 10.1038/s41598-025-07894-7

  • Evaluating machine learning approaches to predict the energy expenditure of cross-national preschool children: a study of preprocessing and feature effects (2025)

    Authors: Hannah J. Coyle-Asbil, Mirko Brandes, Berit Brandes, Christoph Buck, Marvin N. Wright, Lori Ann Vallis

    Published at: European Journal of Applied Physiology (Volume: 125)
    DOI: 10.1007/s00421-025-05800-7

  • Mediterranean diet and obesity polygenic risk interaction on adiposity in European children: The IDEFICS/I.Family Study (2025)

    Authors: Miguel Seral-Cortes, Gabin Drouard, Guiomar Masip, Leonie H. Bogl, Stefaan De Henauw, Ronja Foraita, Timm Intemann, Lauren Lissner, Denes Molnar, Rajini Nagrani, Valeria Pala, Catalina Picó, Paola Russo, Gianluca Tognon, Michael Tornaritis, Toomas Veidebaum, Marvin N. Wright, Pilar De Miguel-Etayo, Luis A. Moreno, Idoia Labayen

    Published at: Pediatric Obesity (Volume: 20)
    DOI: 10.1111/ijpo.70023

  • Conditional Feature Importance with Generative Modeling Using Adversarial Random Forests (2025)

    Authors: Kristin Blesch, Niklas Koenen, Jan Kapar, Pegah Golchian, Lukas Burk, Markus Loecher, Marvin N. Wright

    Published at: Proceedings of the Aaai Conference on Artificial Intelligence (Volume: 39)
    DOI: 10.1609/aaai.v39i15.33712

  • High-Dimensional Variable Selection With Competing Events Using Cooperative Penalized Regression (2025)

    Authors: Lukas Burk, Andreas Bender, Marvin N. Wright

    Published at: Biometrical Journal (Volume: 67)
    DOI: 10.1002/bimj.70036

  • Gradient-based Explanations for Deep Learning Survival Models (2025)

    Authors: Sophie Hanna Langbein, Niklas Koenen, Marvin N. Wright

    Published at: Proceedings of Machine Learning Research (Volume: 267)