Continuum Limit of Lipschitz Learning on Graphs
Published my first preprint called
Continuum Limit of Lipschitz Learning on Graphs,
together with Leon Bungert.
Substitute Professor at TUM
Published my first preprint called
Continuum Limit of Lipschitz Learning on Graphs,
together with Leon Bungert.
I received a Short Term Scientific Mission (STSM) grant from the COST Action CA24136 - InterCoML, which funded a research visit at the Machine Learning Genoa Center (MaLGa) in Genova from 31.08. to 11.09. My hosts were Silvia Villa and Cesare Molinari, whom...
I gave a talk titled “Mean-field models for self-attention dynamics in transformers” at the workshop Gradient Flows Face-to-Face 6 meets Transformers at Ulm University. My talk was based on the following papers:
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...
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...