Transactions of Pattern Analysis and Machine Intelligence 2019

MOSES: A Streaming Algorithm for Linear Dimensionality Reduction

Transactions of Pattern Analysis and Machine Intelligence 2019 andylamp/moses

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

DIMENSIONALITY REDUCTION