Scaling Laws and Local Minima in Hebbian ICA

Rattray, Magnus, Basalyga, Gleb

Neural Information Processing Systems 

We study the dynamics of a Hebbian ICA algorithm extracting a single non-Gaussiancomponent from a high-dimensional Gaussian background.

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