Relating tSNE and UMAP to Classical Dimensionality Reduction

Andrew Draganov, Simon Dohn

It has become standard to use gradient-based dimensionality reduction (DR) methods like tSNE and UMAP when explaining what AI models have learned. This makes sense: these methods a…