• Skip to primary navigation
  • Skip to content
  • Skip to footer
Tim Roith Tim Roith
  • CV
  • Papers and Talks
    Tim Roith

    Tim Roith

    Substitute Professor at TUM

    • Munich, Germany
    • Google Scholar
    • ResearchGate
    • GitHub
    • tim{dot}roith{at}tum{dot}de

    Bregman Neural Architecture Search

    June 4, 2021

    Together with Leon Bungert, Daniel Tenbrinck and Martin Burger we published a new preprint called Neural Architecture Search via Bregman Iterations.

    We use the Bregman learning framework introduced in the paper A Bregman Learning Framework for Sparse Neural Networks to reveil network structures.

    Updated: June 4, 2021

    You May Also Enjoy

    Allure of Craquelure: A Variational-Generative Approach to Crack Detection in Paintings

    February 10, 2026

    Together with Laura Paul, Holger Rauhut, Martin Burger and Samira Kabri we posted a new preprint on Allure of Craquelure: A Variational-Generative Approach to Crack Detection in Paintings.

    Bridging AI and Theory: Workshop on the Mathematics of Transformers at DESY

    October 15, 2025

    At a recent workshop hosted by DESY, around 30 experts from across Europe came together to explore the theoretical foundations of transformers, the core architecture behind modern large language models. Organized by researchers from DESY, Helmholtz Imaging,...

    Position-Blind Ptychography: Viability of image reconstruction via data-driven variational inference

    September 28, 2025

    We put a preprint on the arXiv dealing with position-blind pytychography. Compared to the standard setup, here we ask ourselves how well the reconstruction problem can be solved, when the scan position are completely unknown. Furthermore, we explore how to ...

    Adversarial flows: A gradient flow characterization of adversarial attacks

    September 12, 2025

    I’m happy to share that our paper Adversarial flows: A gradient flow characterization of adversarial attacks has been published in the European Journal of Applied Mathematics.

    • ResearchGate
    • GitHub
    • Feed
    © 2026 Tim Roith. Powered by Jekyll & Minimal Mistakes.