Search Results for author: Victoria Klein

Found 2 papers, 1 papers with code

Learning Lie Group Symmetry Transformations with Neural Networks

1 code implementation4 Jul 2023 Alex Gabel, Victoria Klein, Riccardo Valperga, Jeroen S. W. Lamb, Kevin Webster, Rick Quax, Efstratios Gavves

The problem of detecting and quantifying the presence of symmetries in datasets is useful for model selection, generative modeling, and data analysis, amongst others.

Model Selection

Learning reversible symplectic dynamics

no code implementations26 Apr 2022 Riccardo Valperga, Kevin Webster, Victoria Klein, Dmitry Turaev, Jeroen S. W. Lamb

Time-reversal symmetry arises naturally as a structural property in many dynamical systems of interest.

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