Horseshoes in multidimensional scaling and local kernel methods

Persi Diaconis, Sharad Goel, Susan Holmes

Classical multidimensional scaling (MDS) is a method for visualizing high-dimensional point clouds by mapping to low-dimensional Euclidean space. This mapping is defined in terms o…