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math.ST2019
Approximating the Span of Principal Components via Iterative Least-Squares
Yariv Aizenbud, Barak Sober
In the course of the last century, Principal Component Analysis (PCA) have become one of the pillars of modern scientific methods. Although PCA is normally addressed as a statistic…
cs.LG2019
Expression of Fractals Through Neural Network Functions
Nadav Dym, Barak Sober, Ingrid Daubechies
To help understand the underlying mechanisms of neural networks (NNs), several groups have, in recent years, studied the number of linear regions of piecewise linear functio…