Parametrized dimension reduction loses local detail because it repulses dissimilar points too weakly, and repelling mid-near hard negatives restores this detail.
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Navigating the Effect of Parametrization for Dimensionality Reduction
Parametrized dimension reduction loses local detail because it repulses dissimilar points too weakly, and repelling mid-near hard negatives restores this detail.