Multiscale Geometric Methods for Data Sets II: Geometric Multi-Resolution Analysis

William K. Allard, Guangliang Chen, Mauro Maggioni

Data sets are often modeled as point clouds in $R^D$, for $D$ large. It is often assumed that the data has some interesting low-dimensional structure, for example that of a $d$-dim…