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cs.CG2021★ 1 cited
How can classical multidimensional scaling go wrong?
Rishi Sonthalia, Gregory Van Buskirk, Benjamin Raichel +1
Given a matrix describing the pairwise dissimilarities of a data set, a common task is to embed the data points into Euclidean space. The classical multidimensional scaling (cM…
cs.CG2021
Fast and Exact Convex Hull Simplification
Georgiy Klimenko, Benjamin Raichel
Given a point set in the plane, we seek a subset , whose convex hull gives a smaller and thus simpler representation of the convex hull of . Specifically, let…
cs.CG2021
Clustering with Neighborhoods
Hongyao Huang, Georgiy Klimenko, Benjamin Raichel
In the standard planar -center clustering problem, one is given a set of points in the plane, and the goal is to select center points, so as to minimize the maximum…