Manifold-aligned Neighbor EmbeddingDownload PDF

02 Mar 2022, 12:21 (modified: 03 May 2022, 19:34)GTRL 2022 PosterReaders: Everyone
Keywords: UMAP, manifold alignement
TL;DR: It describes neighbor embedding based manifold alignment method.
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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