Fair Neighbor Embedding

Jaakko Peltonen, Wen Xu, Timo Nummenmaa, Jyrki Nummenmaa

Abstract: We consider fairness in dimensionality reduction. Nonlinear dimensionality reduction yields low dimensional representations that let users visualize and explore high-dimensional data. However, trad...