Noether's razor: Learning Conserved Quantities

Tycho F. A. van der Ouderaa, Mark van der Wilk, Pim de Haan

Symmetries have proven useful in machine learning models, improving generalisation and overall performance. At the same time, recent advancements in learning dynamical systems rely…