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Questions about the properties of vector spaces and linear transformations, including linear systems in general.

1 vote
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118 views

Low-rank approximation of sub-sampled matrix

Considering a large data matrix $X$ with zero-centered columns that is assumed to be approximately low-rank, it is common to do PCA and project the data onto the top few principal components, and use …