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Collections including paper arxiv:2305.19043

Papers - Biology - RNA - Sequencing

about 21 hours ago

A Heat Diffusion Perspective on Geodesic Preserving Dimensionality Reduction

Paper • 2305.19043 • Published May 30, 2023 • 1

Papers - NEDL - Embedding - Heat Geodesic

about 21 hours ago

A Heat Diffusion Perspective on Geodesic Preserving Dimensionality Reduction

Paper • 2305.19043 • Published May 30, 2023 • 1

Papers - NEML - Non-Euclidean Machine Learning

See also: "A Riemannian Framework for Tensor Computing" https://inria.hal.science/inria-00070743/file/RR-5255.pdf

about 21 hours ago

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

Paper • 2407.09468 • Published Jul 12 • 1
Barycentric Subspace Analysis on Manifolds

Paper • 1607.02833 • Published Jul 11, 2016 • 1
Poincaré Embeddings for Learning Hierarchical Representations

Paper • 1705.08039 • Published May 22, 2017 • 1
Efficient Algorithms for t-distributed Stochastic Neighborhood Embedding

Paper • 1712.09005 • Published Dec 25, 2017 • 1

Papers - NEML - Geometric Structures - Dim Reduction - UMAP

about 21 hours ago

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

Paper • 2407.09468 • Published Jul 12 • 1
A Heat Diffusion Perspective on Geodesic Preserving Dimensionality Reduction

Paper • 2305.19043 • Published May 30, 2023 • 1

Papers - NEML - Geometric Structures - Dim Reduction - tSNE

about 21 hours ago

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

Paper • 2407.09468 • Published Jul 12 • 1
A Heat Diffusion Perspective on Geodesic Preserving Dimensionality Reduction

Paper • 2305.19043 • Published May 30, 2023 • 1

Papers - NEML - Transform - Euclidean to Manifold

about 21 hours ago

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

Paper • 2407.09468 • Published Jul 12 • 1
A Heat Diffusion Perspective on Geodesic Preserving Dimensionality Reduction

Paper • 2305.19043 • Published May 30, 2023 • 1

Papers - Math - Riemannian Manifolds - PCA

about 21 hours ago

Barycentric Subspace Analysis on Manifolds

Paper • 1607.02833 • Published Jul 11, 2016 • 1
A Heat Diffusion Perspective on Geodesic Preserving Dimensionality Reduction

Paper • 2305.19043 • Published May 30, 2023 • 1

Papers - Math - Research - Training Loss - Riemannian Metric

about 21 hours ago

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

Paper • 2407.09468 • Published Jul 12 • 1
A Heat Diffusion Perspective on Geodesic Preserving Dimensionality Reduction

Paper • 2305.19043 • Published May 30, 2023 • 1

Papers - Math - Geometry - Riemannian Geodesic

about 21 hours ago

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

Paper • 2407.09468 • Published Jul 12 • 1
Geodesic Multi-Modal Mixup for Robust Fine-Tuning

Paper • 2203.03897 • Published Mar 8, 2022 • 1
A Heat Diffusion Perspective on Geodesic Preserving Dimensionality Reduction

Paper • 2305.19043 • Published May 30, 2023 • 1

Papers - Math - Visualizations

about 21 hours ago

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

Paper • 2407.09468 • Published Jul 12 • 1
Barycentric Subspace Analysis on Manifolds

Paper • 1607.02833 • Published Jul 11, 2016 • 1
Template shape estimation: correcting an asymptotic bias

Paper • 1610.01502 • Published Sep 6, 2016 • 1
A Heat Diffusion Perspective on Geodesic Preserving Dimensionality Reduction

Paper • 2305.19043 • Published May 30, 2023 • 1

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