Robust Non-linear Dimensionality Reduction using Successive 1-Dimensional Laplacian Eigenmapse

Non-linear dimensionality reduction of noisy data is a challenging problem encountered in a variety of data analysis applications. Recent results in the literature show that spectral decomposition, as