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cs.LG2014★ 22 cited
A Tutorial on Independent Component Analysis
Jonathon Shlens
Independent component analysis (ICA) has become a standard data analysis technique applied to an array of problems in signal processing and machine learning. This tutorial provides…
cs.LG2014★ 2.3k cited
A Tutorial on Principal Component Analysis
Jonathon Shlens
Principal component analysis (PCA) is a mainstay of modern data analysis - a black box that is widely used but (sometimes) poorly understood. The goal of this paper is to dispel th…