IEEE transactions on visualization and computer graphics
Dataset-Adaptive Dimensionality Reduction.
Hyeon Jeon, Jeongin Park, Soohyun Lee, Dae Hyun Kim, Sungbok Shin, Jinwook Seo
Published: 202510.1109/TVCG.2025.3634784
Abstract
Selecting the appropriate dimensionality reduction (DR) technique and determining its optimal hyperparameter settings that maximize the accuracy of the output projections typically involves extensive trial and error, often resulting in unnecessary co…
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