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What is: Geometric Manifold Component Estimator?

SourceDisentangling by Subspace Diffusion
Year2000
Data SourceCC BY-SA - https://paperswithcode.com

Geomancer is a nonparametric algorithm for symmetry-based disentangling of data manifolds. It learns a set of subspaces to assign to each point in the dataset, where each subspace is the tangent space of one disentangled submanifold. This means that geomancer can be used to disentangle manifolds for which there may not be a global axis-aligned coordinate system.