Poster
in
Workshop: Geometrical and Topological Representation Learning
Manifold-aligned Neighbor Embedding
Mohammad Tariqul Islam · Jason Fleischer
Keywords: [ UMAP ] [ manifold alignement ]
Abstract:
In this paper, we introduce a neighbor embedding framework for manifold alignment. We demonstrate the efficacy of the framework using a manifold-aligned version of the uniform manifold approximation and projection algorithm. We show that our algorithm can learn an aligned manifold that is visually competitive to embedding of the whole dataset.
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