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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.CG2018★ 2 cited
Metric Violation Distance: Revisited and Extended
Chenglin Fan, Benjamin Raichel, Gregory Van Buskirk
Metric data plays an important role in various settings such as metric-based indexing, clustering, classification, and approximation algorithms in general. Due to measurement error…