SqueezeFit: Label-Aware Dimensionality Reduction by Semidefinite Programming
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DOI: 10.1109/tit.2019.2962681
Abstract: Given labeled points in a high-dimensional vector space, we seek a low-dimensional subspace such that projecting onto this subspace maintains some prescribed distance between points of differing labels. Intended applications include compressive classification. Taking inspiration… read more here.
Keywords: squeezefit label; reduction semidefinite; dimensionality reduction; aware dimensionality ... See more keywords