Machine learning a manifold

Machine learning a manifold

14 December 2021

Daniel J. Cutting

Papers citing "Machine learning a manifold"

10 / 10 papers shown

Title
Lie Group Symmetry Discovery and Enforcement Using Vector Fields Ben Shaw Sasidhar Kunapuli Abram Magner Kevin R. Moon 37 0 0 13 May 2025
Non-Gaussianities in Collider Metric Binning Andrew J. Larkoski 54 1 0 05 Mar 2025
Unraveling particle dark matter with Physics-Informed Neural Networks M.P. Bento H.B. Câmara J.F. Seabra 69 0 0 24 Feb 2025
SymmetryLens: A new candidate paradigm for unsupervised symmetry learning via locality and equivariance Onur Efe Arkadas Ozakin 36 0 0 07 Oct 2024
Symmetry Discovery Beyond Affine Transformations Ben Shaw Abram Magner Kevin R. Moon 42 1 0 05 Jun 2024
Identifying the Group-Theoretic Structure of Machine-Learned Symmetries Roy T. Forestano Konstantin T. Matchev Katia Matcheva Alexander Roman Eyup B. Unlu Sarunas Verner 32 5 0 14 Sep 2023
Accelerated Discovery of Machine-Learned Symmetries: Deriving the Exceptional Lie Groups G2, F4 and E6 Roy T. Forestano Konstantin T. Matchev Katia Matcheva Alexander Roman Eyup B. Unlu Sarunas Verner 27 7 0 10 Jul 2023
Discovering Sparse Representations of Lie Groups with Machine Learning Roy T. Forestano Konstantin T. Matchev Katia Matcheva Alexander Roman Eyup B. Unlu Sarunas Verner 35 10 0 10 Feb 2023
Oracle-Preserving Latent Flows Alexander Roman Roy T. Forestano Konstantin T. Matchev Katia Matcheva Eyup B. Unlu DRL 46 5 0 02 Feb 2023
Deep Learning Symmetries and Their Lie Groups, Algebras, and Subalgebras from First Principles Roy T. Forestano Konstantin T. Matchev Katia Matcheva Alexander Roman Eyup B. Unlu Sarunas Verner AI4CE 38 22 0 13 Jan 2023