MOSES: A Streaming Algorithm for Linear Dimensionality Reduction

Armin Eftekhari, Raphael A. Hauser, Andreas Grammenos

This paper introduces Memory-limited Online Subspace Estimation Scheme (MOSES) for both estimating the principal components of streaming data and reducing its dimension. More speci…