Fotios D. Mandanas

A maximum correntropy criterion for robust multidimensional scaling

Multidimensional Scaling (MDS) refers to a class of dimensionality reduction techniques applied to pairwise dissimilarities between objects, so that the interpoint distances in the space of reduced dimensions approximate the initial pairwise dissimilarities as closely as possible. Here, a unified fr…