A Sub-Quadratic Exact Medoid Algorithm

James Newling, François Fleuret

Abstract: We present a new algorithm, ‘trimed’ for obtaining the medoid of a set, that is the element of the set which minimises the mean distance to all other elements. The algorithm is shown to have, under...