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Collections including paper arxiv:2407.09468

Papers - NEML - Latent Structure - Algebra - Group Learning

Beyond Euclid: An Illustrated Guide to Modern Machine Learning with Geometric, Topological, and Algebraic Structures

Paper • 2407.09468 • Published Jul 12 • 1

Papers - NEML - Preprocessing - Algebra - Group Learning

Beyond Euclid: An Illustrated Guide to Modern Machine Learning with Geometric, Topological, and Algebraic Structures

Paper • 2407.09468 • Published Jul 12 • 1

Papers - NEML - Latent Manifold - Topological Data Analysis

Beyond Euclid: An Illustrated Guide to Modern Machine Learning with Geometric, Topological, and Algebraic Structures

Paper • 2407.09468 • Published Jul 12 • 1

Papers - NEML - Preprocessing - Topological Data Analysis

Beyond Euclid: An Illustrated Guide to Modern Machine Learning with Geometric, Topological, and Algebraic Structures

Paper • 2407.09468 • Published Jul 12 • 1

Papers - Math - Non-Euclidean Machine Learning (NEML)

See also: https://dawn.cs.stanford.edu/2019/10/10/noneuclidean/

Beyond Euclid: An Illustrated Guide to Modern Machine Learning with Geometric, Topological, and Algebraic Structures

Paper • 2407.09468 • Published Jul 12 • 1

Papers - NEML - Math - KNN with Geodesics and Frechet Mean

Recommended to explore constrained manifold areas with limited curvature (possible bias)

Beyond Euclid: An Illustrated Guide to Modern Machine Learning with Geometric, Topological, and Algebraic Structures

Paper • 2407.09468 • Published Jul 12 • 1

Papers - NEML - Manifold - Tangent Space - Exponential Map

Beyond Euclid: An Illustrated Guide to Modern Machine Learning with Geometric, Topological, and Algebraic Structures

Paper • 2407.09468 • Published Jul 12 • 1

Paper - Non-Euclidean - Sphere - Frechet Mean - Geodesic

Beyond Euclid: An Illustrated Guide to Modern Machine Learning with Geometric, Topological, and Algebraic Structures

Paper • 2407.09468 • Published Jul 12 • 1

Papers - Math - Non-Euclidean - Covariance Matrix - SPD

Beyond Euclid: An Illustrated Guide to Modern Machine Learning with Geometric, Topological, and Algebraic Structures

Paper • 2407.09468 • Published Jul 12 • 1

Papers - Math - Non-Euclidean Spaces - Domain and Codomain

Beyond Euclid: An Illustrated Guide to Modern Machine Learning with Geometric, Topological, and Algebraic Structures

Paper • 2407.09468 • Published Jul 12 • 1

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