Leon Bungert - Talks and Teaching

Talks

A full list of my talks can be found in my CV. Below you can find recordings and slides of selected talks.

CNA seminar 2024 at CMU Pittsburgh: Convergence rates for graph-based learning featuring singular PDEs [Slides]

CNA_Seminar_Leon_Bungert.mp4

One world theoretical machine learning 2022: Uniform convergence rates for infinity Laplacian equations on graphs [YouTube] [Slides]

SIAM Imaging Science 2022: A New Perspective on Adversarial Training as Nonlocal Geometric Problem [YouTube] [Slides]

SIAM OneWorld Seminar IMAGINE: A Bregman Learning Framework for Sparse Neural Networks [YouTube] [Slides]

CAA Seminar 2021: Lipschitz Learning using Graphs and Neural Networks [FAU.tv] [Slides]

IMA Workshop: Theory and Algorithms in Graph-Based Learning: L-Infinity Variational Problems on Graphs: Applications and Continuum Limits (jointly with Tim Roith) [YouTube] [Slides]

Teaching

The videos which I recorded for my lecture "Mathematical Data Science 1", held at the University of Erlangen in 2021, can be found here.

Currently, I'm teaching within the Bachelor of Science program "Mathematical Data Science" at the University of Würzburg, see here for more information and here for a press release on the program.

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