Selecting the independent coordinates of manifolds with large aspect ratios

Yu-Chia Chen, Marina Meilă

Many manifold embedding algorithms fail apparently when the data manifold has a large aspect ratio (such as a long, thin strip). Here, we formulate success and failure in terms of…