Search Results for author: Alex Goeßmann

Found 2 papers, 1 papers with code

The Restricted Isometry of ReLU Networks: Generalization through Norm Concentration

no code implementations1 Jul 2020 Alex Goeßmann, Gitta Kutyniok

In case of the NeuRIP event, we then provide bounds on the expected risk, which hold for networks in any sublevel set of the empirical risk.

Representations of molecules and materials for interpolation of quantum-mechanical simulations via machine learning

6 code implementations26 Mar 2020 Marcel F. Langer, Alex Goeßmann, Matthias Rupp

Computational study of molecules and materials from first principles is a cornerstone of physics, chemistry, and materials science, but limited by the cost of accurate and precise simulations.

BIG-bench Machine Learning

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