An Alternating Least Squares Approach to Squared Distance Scaling

Abstract

We reproduce the 1975 derivation of the alternating least squares algorithm for squared distance scaling, from an internal report that got lost in the folds of time. In addition, we present a derivation and a substantial speed improvement based on majorization.

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