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Tim Roith Tim Roith
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    Tim Roith

    Tim Roith

    Substitute Professor at TUM

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

    A Bregman Learning Framework for Sparse Neural Networks

    August 5, 2022

    The paper on Bregman learning for sparse neural networks which I worked on together with Leon Bungert, Daniel Tenbrinck and Martin Burger just got published in the Journal of Machine Learning Research.

    You can find the published version here and if you are interested in the code you can checkout our GitHub repo.

    Updated: August 5, 2022

    You May Also Enjoy

    Online Talk at the BIRS Workshop on Interacting Particle Systems in Hangzhou

    June 30, 2026

    I gave an online talk titled “Mean-field Models for Self-attention Dynamics in Transformers” at the BIRS workshop Interacting Particle Systems: Theoretical Innovations and Practical Applications in Hangzhou, China. My talk was based on the following paper:

    Talk at the Joint Seminar of TUM, LMU and KU Ingolstadt

    June 25, 2026

    I gave a talk at the joint seminar of TUM, LMU and KU Ingolstadt, hosted at KU Ingolstadt. My talk was based on the following paper:

    Workshop on the Mathematics of Transformers at University of Würzburg

    June 17, 2026

    I gave a talk at the Workshop on the Mathematics of Transformers, hosted at Julius Maximilians University of Würzburg. You can find more details on the event here and my talk was based on the following paper:

    Talk at the 11th International Conference on Curves and Surfaces in Saint-Malo

    June 10, 2026

    I gave a talk at the 11th International Conference on Curves and Surfaces in Saint-Malo, France. My talk was based on the following paper:

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