publications

2026

  1. Worst-case low-rank approximations
    Anya Fries, Markus Reichstein, David Blei, and Jonas Peters
    arXiv preprint arXiv:2603.11304, 2026
    arXiv
  2. FLUXtrapolation: A benchmark on extrapolating ecosystem fluxes
    Anya Fries, Jacob A. Nelson, Martin Jung, Markus Reichstein, and Jonas Peters
    arXiv preprint arXiv:2605.19812, 2026
    arXiv
  3. Anchor PCA
    Benedikt Seiter, Anya Fries, Julius Kügelgen, and Jonas Peters
    arXiv preprint arXiv:2606.06233, 2026
    arXiv

2025

  1. Maximum Risk Minimization with Random Forests
    Francesco Freni, Anya Fries, Linus Kühne, Markus Reichstein, and Jonas Peters
    arXiv preprint arXiv:2512.10445, 2025
    arXiv
  2. Penalized landmark supermodels (penLM) for dynamic prediction for time-to-event outcomes in high-dimensional data
    Anya Fries, Eunji Choi, and Summer S. Han
    BMC Medical Research Methodology, 2025
    DOI

2023

  1. Software Application Profile: dynamicLM—a tool for performing dynamic risk prediction using a landmark supermodel for survival data under competing risks
    Anya Fries, Eunji Choi, Julie T. Wu, Justin H. Lee, Victoria Y. Ding, Robert J. Huang, Su-Ying Liang, Heather A. Wakelee, Lynne R. Wilkens, Iona Cheng, and Summer S. Han
    International Journal of Epidemiology, 2023
    DOI