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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

    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:

    Analysis of mean-field models arising from self-attention dynamics in transformer architectures with layer normalization

    Updated: June 25, 2026

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    Consensus-based optimization for linearly separable functions

    September 1, 2026

    Together with Christian Fiedler we posted a new preprint on Consensus-based optimization for linearly separable functions. We propose a reparametrization strategy that provably finds coordinate transformations in which the objective becomes separable, which...

    Workshop on the Mathematics of Transformers at the University of Oxford

    August 21, 2026

    Together with José A. Carrillo, Daniel Kelly and Konstantin Riedl I organized the Workshop on the Mathematics of Transformers at the Mathematical Institute of the University of Oxford. Around 40 researchers came together to discuss the mathematical foundati...

    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:

    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:

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