MirrorCBO: A consensus-based optimization method in the spirit of mirror descent

January 21, 2025

Together with Leon Bungert, Franca Hoffmann and Doh Yeon Kim we poste a new preprint on MirrorCBO: A consensus-based optimization method in the spirit of mirror descent.

Dr.-Klaus-Körper Prize

April 7, 2025

I am very happy to share that I was awarded the Dr.-Klaus-Körper Prize for my PhD thesis today. The prize is awarded by the GAMM at the annual meeting in Poznań.

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

January 6, 2025

Together with Martin Burger, Samira Kabri, Yury Korolev and Lukas Weigand we posted a new preprint called Analysis of mean-field models arising from self-attention dynamics in transformer architectures with layer normalization.

COMFORT

October 18, 2024

Our project COMFORT: Compression Methods for Robustness and Transferability is being funded by the BMBF!

CMX Lunch Seminar

October 15, 2024

I’m very excited to give a talk in the CMX Lunch seminar at Caltech today. I will present my work on the mathematics of adversarial robustness, you can find the abstract here.

Tim Roith

MirrorCBO: A consensus-based optimization method in the spirit of mirror descent

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