History PCA: A New Algorithm for Streaming PCA

15 Feb 2018 Puyudi Yang Cho-Jui Hsieh Jane-Ling Wang

In this paper we propose a new algorithm for streaming principal component analysis. With limited memory, small devices cannot store all the samples in the high-dimensional regime... (read more)

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METHOD TYPE
PCA
Dimensionality Reduction