Connecting Dots -- from Local Covariance to Empirical Intrinsic Geometry and Locally Linear Embedding

John Malik, Chao Shen, Hau-Tieng Wu +1

Local covariance structure under the manifold setup has been widely applied in the machine learning society. Based on the established theoretical results, we provide an extensive s…