publications

2025

  1. ewfm.png
    Energy-Weighted Flow Matching: Unlocking Continuous Normalizing Flows for Efficient and Scalable Boltzmann Sampling
    Niclas Dern, Lennart Redl, Sebastian Pfister, and 3 more authors
    arXiv preprint arXiv:2509.03726, 2025
    arXiv
  2. limitations-ensembles.png
    Theoretical Limitations of Ensembles in the Age of Overparameterization
    Niclas Dern, John P Cunningham, and Geoff Pleiss
    ICML 2025, 2025
    Oral Presentation (top 1%)
    arXiv

2024

  1. llm-feedback.png
    Effects of Adaptive Feedback Generated by a Large Language Model: A Case Study in Teacher Education
    A. Kinder, F. J. Briese, M. Jacobs, and 4 more authors
    Computers and Education: Artificial Intelligence, 2024
    HTML
  2. targeted-experiments.png
    Targeted Sequential Indirect Experiment Design
    Elisabeth Ailer, Niclas Dern, Jason Hartford, and 1 more author
    NeurIPS 2024, 2024
    arXiv

2023

  1. sumformer.png
    Sumformer: Universal approximation for efficient transformers
    Silas Alberti, Niclas Dern, Laura Thesing, and 1 more author
    In Topological, Algebraic and Geometric Learning Workshops 2023, 2023
    arXiv