Effective principal component analysis
SISAP, pp. 1-7, 2012.
effective principal component analysismain limitationprincipal component analysisalgorithmic techniquespecific challenge
Principal Component Analysis (PCA) is one of the most widely used algorithmic techniques. When is PCA provably effective? What are its main limitations and how can we get around them? In this note, we discuss three specific challenges.
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