3 papers
eess.IV2020
Image Separation with Side Information: A Connected Auto-Encoders Based Approach
Wei Pu, Barak Sober, Nathan Daly +4
X-radiography (X-ray imaging) is a widely used imaging technique in art investigation. It can provide information about the condition of a painting as well as insights into an arti…
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…