Local Averaging Accurately Distills Manifold Structure From Noisy Data

Yihan Shen, Shiyu Wang, Arnaud Lamy +2

High-dimensional data are ubiquitous, with examples ranging from natural images to scientific datasets, and often reside near low-dimensional manifolds. Leveraging this geometric s…