Beyond Euclid: An Illustrated Guide to Modern Machine Learning with Geometric, Topological, and Algebraic Structures
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2407.09468
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Published
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1
Papers - NEDL - Non-Euclidean Deep Learning
Also see: https://dawn.cs.stanford.edu/2019/10/10/noneuclidean/
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Architectures of Topological Deep Learning: A Survey on Topological Neural Networks
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Galois Theory
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Equivariant Transformer Networks
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Representation Tradeoffs for Hyperbolic Embeddings
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Riemannian Score-Based Generative Modelling
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Scaling Riemannian Diffusion Models
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