A stability evaluation framework probes parametric projections with Gaussian perturbations around anchor points to quantify mean displacement, bias, nearest-anchor error, and visualize local deformations on MNIST and Fashion-MNIST.
Multidimensional Projection for Visual Analytics: Linking Techniques with Distortions, Tasks, and Layout Enrichment
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Local Neighborhood Instability in Parametric Projections: Quantitative and Visual Analysis
A stability evaluation framework probes parametric projections with Gaussian perturbations around anchor points to quantify mean displacement, bias, nearest-anchor error, and visualize local deformations on MNIST and Fashion-MNIST.