Beyond Euclid: An Illustrated Guide to Modern Machine Learning with Geometric, Topological, and Algebraic Structures
Paper
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2407.09468
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Published
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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
Note Exp is an operation that maps tangent vectors to points on a manifold, i.e., that maps an input in an Euclidean space to an output on the manifold.