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Collections including paper arxiv:1812.01537
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Beyond Euclid: An Illustrated Guide to Modern Machine Learning with Geometric, Topological, and Algebraic Structures
Paper • 2407.09468 • Published • 1 -
Architectures of Topological Deep Learning: A Survey on Topological Neural Networks
Paper • 2304.10031 • Published • 3 -
Galois Theory
Paper • 2408.07499 • Published • 1 -
Equivariant Transformer Networks
Paper • 1901.11399 • Published • 1
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Beyond Euclid: An Illustrated Guide to Modern Machine Learning with Geometric, Topological, and Algebraic Structures
Paper • 2407.09468 • Published • 1 -
Barycentric Subspace Analysis on Manifolds
Paper • 1607.02833 • Published • 1 -
Poincaré Embeddings for Learning Hierarchical Representations
Paper • 1705.08039 • Published • 1 -
Efficient Algorithms for t-distributed Stochastic Neighborhood Embedding
Paper • 1712.09005 • Published • 1
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Beyond Euclid: An Illustrated Guide to Modern Machine Learning with Geometric, Topological, and Algebraic Structures
Paper • 2407.09468 • Published • 1 -
Geodesic Multi-Modal Mixup for Robust Fine-Tuning
Paper • 2203.03897 • Published • 1 -
A Heat Diffusion Perspective on Geodesic Preserving Dimensionality Reduction
Paper • 2305.19043 • Published • 1 -
A micro Lie theory for state estimation in robotics
Paper • 1812.01537 • Published • 1