Think globally, fit locally under the Manifold Setup: Asymptotic Analysis of Locally Linear Embedding

Hau-Tieng Wu, Nan Wu

Since its introduction in 2000, the locally linear embedding (LLE) has been widely applied in data science. We provide an asymptotical analysis of the LLE under the manifold setup.…