Shape-Preserving Dimensionality Reduction : An Algorithm and Measures of Topological Equivalence

Byeongsu Yu, Kisung You

We introduce a linear dimensionality reduction technique preserving topological features via persistent homology. The method is designed to find linear projection $L$ which preserv…