Uniform Manifold Approximation and Projection (UMAP) is a dimension reduction technique that can be used for visualisation similarly to t-SNE, but also for general non-linear dimension reduction. The ...

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Abstract: Uniform Manifold Approximation and Projection (UMAP) is a recent technique for dimensionality reduction. In this paper, we study UMAP for hyperspectral data processing. For well-known ...