SqueezeFit: Label-aware dimensionality reduction by semidefinite programming

1 code implementation • 6 Dec 2018 • Culver McWhirter, Dustin G. Mixon, Soledad Villar

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.

Classification Dimensionality Reduction +1