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Department of Physics

Particles Colloquium: Lipschitz Networks and Energy Movers Distance

Begin: End: Location: Seminarraum CP-03-123

On 15.12.2022, Dr Niklas Nolte will speak on the topic of "Lipschitz Networks and Energy Movers Distance"

"In this talk I will discuss the concept of neural networks with a controllable Lipschitz bound and their applications in High Energy Physics. This work goes over two aspects. Firstly, a provable robustness guarantee and additional benefits for safety-critical applications. Secondly, its use for differentiable estimation of Wasserstein-1 optimal transport potentials for the creation of discriminatory observables, specifically for jet analysis."

Further information can be found in the following Moodle room:

Moodle-Raum