cs.LG, math.ST, stat.CO, stat.ME, stat.ML, stat.TH

Scale-adaptive and robust intrinsic dimension estimation via optimal neighbourhood identification

arXiv:2405.15132v5 Announce Type: replace
Abstract: The Intrinsic Dimension (ID) is a key concept in unsupervised learning and feature selection, as it is a lower bound to the number of variables which are necessary to describe a system. However, in a…