A more globally accurate dimensionality reduction method using triplets

Ehsan Amid, Manfred K. Warmuth

We first show that the commonly used dimensionality reduction (DR) methods such as t-SNE and LargeVis poorly capture the global structure of the data in the low dimensional embeddi…