IAN: Iterated Adaptive Neighborhoods for manifold learning and dimensionality estimation

Luciano Dyballa, Steven W. Zucker

Invoking the manifold assumption in machine learning requires knowledge of the manifold's geometry and dimension, and theory dictates how many samples are required. However, in app…