A Scalable Approach to Estimating the Rank of High-Dimensional Data

Wenlan Zang, Jen-hwa Chu, Michael J. Kane

A key challenge to performing effective analyses of high-dimensional data is finding a signal-rich, low-dimensional representation. For linear subspaces, this is generally performe…