Interpretable intrinsic dimension estimation through componentwise calibration of distance and angle

Chih-Hsuan Huang, Chih-Wei Chen, Szu-Chi Chung

DANCo (Dimensionality from Angle and Norm Concentration) jointly calibrates nearest-neighbor distance and angular statistics and consistently reaches state-of-the-art accuracy on c…