Papers - NEDL - Dim Reduction - Principal Geodesic Analysis Collection by matlok Aug 22, 2024 - Beyond Euclid: An Illustrated Guide to Modern Machine Learning with Geometric, Topological, and Algebraic Structures Paper • 2407.09468 • Published Jul 12, 2024 • 1 Representation Tradeoffs for Hyperbolic Embeddings Paper • 1804.03329 • Published Apr 10, 2018 • 1
Beyond Euclid: An Illustrated Guide to Modern Machine Learning with Geometric, Topological, and Algebraic Structures Paper • 2407.09468 • Published Jul 12, 2024 • 1
Papers - NEDL - Topology - Attention - SE(3) Transformer Collection by matlok Aug 22, 2024 - Beyond Euclid: An Illustrated Guide to Modern Machine Learning with Geometric, Topological, and Algebraic Structures Paper • 2407.09468 • Published Jul 12, 2024 • 1
Beyond Euclid: An Illustrated Guide to Modern Machine Learning with Geometric, Topological, and Algebraic Structures Paper • 2407.09468 • Published Jul 12, 2024 • 1
Papers - NEDL - Topology - Attn - Graph Attn Transformer Collection by matlok Aug 22, 2024 - Beyond Euclid: An Illustrated Guide to Modern Machine Learning with Geometric, Topological, and Algebraic Structures Paper • 2407.09468 • Published Jul 12, 2024 • 1
Beyond Euclid: An Illustrated Guide to Modern Machine Learning with Geometric, Topological, and Algebraic Structures Paper • 2407.09468 • Published Jul 12, 2024 • 1
Papers - NEDL - Topology - Attention - Geodesic Transformer Collection by matlok Aug 22, 2024 - Beyond Euclid: An Illustrated Guide to Modern Machine Learning with Geometric, Topological, and Algebraic Structures Paper • 2407.09468 • Published Jul 12, 2024 • 1
Beyond Euclid: An Illustrated Guide to Modern Machine Learning with Geometric, Topological, and Algebraic Structures Paper • 2407.09468 • Published Jul 12, 2024 • 1
Papers - NEDL - Topology - Attn - Point Cloud Transformer Collection by matlok Aug 22, 2024 - Beyond Euclid: An Illustrated Guide to Modern Machine Learning with Geometric, Topological, and Algebraic Structures Paper • 2407.09468 • Published Jul 12, 2024 • 1
Beyond Euclid: An Illustrated Guide to Modern Machine Learning with Geometric, Topological, and Algebraic Structures Paper • 2407.09468 • Published Jul 12, 2024 • 1
Papers - NEDL - Topology - Attention - Set Transformer Collection by matlok Aug 22, 2024 - Beyond Euclid: An Illustrated Guide to Modern Machine Learning with Geometric, Topological, and Algebraic Structures Paper • 2407.09468 • Published Jul 12, 2024 • 1
Beyond Euclid: An Illustrated Guide to Modern Machine Learning with Geometric, Topological, and Algebraic Structures Paper • 2407.09468 • Published Jul 12, 2024 • 1
Papers - NEDL - Geometry - Layers - ManifoldNet Manifold-valued data convolutions. Tangent mean can be used for Fréchet mean to save on compute Collection by matlok Aug 14, 2024 - Beyond Euclid: An Illustrated Guide to Modern Machine Learning with Geometric, Topological, and Algebraic Structures Paper • 2407.09468 • Published Jul 12, 2024 • 1
Beyond Euclid: An Illustrated Guide to Modern Machine Learning with Geometric, Topological, and Algebraic Structures Paper • 2407.09468 • Published Jul 12, 2024 • 1
Papers - NEDL - Model Layers - Topology, Geometry, Alegbra Collection by matlok Aug 14, 2024 - Beyond Euclid: An Illustrated Guide to Modern Machine Learning with Geometric, Topological, and Algebraic Structures Paper • 2407.09468 • Published Jul 12, 2024 • 1
Beyond Euclid: An Illustrated Guide to Modern Machine Learning with Geometric, Topological, and Algebraic Structures Paper • 2407.09468 • Published Jul 12, 2024 • 1
Papers - NEDL - Layer - Log Perceptron - Riemannian Log Map The manifold needs to be known for this layer to be implemented, and manifolds whose Log enjoys an analytical expression are preferred. Collection by matlok Aug 14, 2024 - Beyond Euclid: An Illustrated Guide to Modern Machine Learning with Geometric, Topological, and Algebraic Structures Paper • 2407.09468 • Published Jul 12, 2024 • 1
Beyond Euclid: An Illustrated Guide to Modern Machine Learning with Geometric, Topological, and Algebraic Structures Paper • 2407.09468 • Published Jul 12, 2024 • 1
Papers - NEDL - Layer - Perceptron-Exp - Riemannian Expo Map The manifold needs to be known for this layer to be implemented, and manifolds whose Exp enjoys an analytical expression are preferred Collection by matlok Aug 14, 2024 - Beyond Euclid: An Illustrated Guide to Modern Machine Learning with Geometric, Topological, and Algebraic Structures Paper • 2407.09468 • Published Jul 12, 2024 • 1
Beyond Euclid: An Illustrated Guide to Modern Machine Learning with Geometric, Topological, and Algebraic Structures Paper • 2407.09468 • Published Jul 12, 2024 • 1
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Aug 22, 2024