Multidimensional Scaling of Noisy High Dimensional Data

Erez Peterfreund, Matan Gavish

Multidimensional Scaling (MDS) is a classical technique for embedding data in low dimensions, still in widespread use today. Originally introduced in the 1950's, MDS was not design…