Error Metrics for Learning Reliable Manifolds from Streaming Data

Frank Schoeneman, Suchismit Mahapatra, Varun Chandola +2

Spectral dimensionality reduction is frequently used to identify low-dimensional structure in high-dimensional data. However, learning manifolds, especially from the streaming data…