no code implementations • 3 Nov 2015 • Yariv Aizenbud, Amit Bermanis, Amir Averbuch
We prove that the error of the proposed algorithm is bounded.
no code implementations • 19 Nov 2015 • Moshe Salhov, Amit Bermanis, Guy Wolf, Amir Averbuch
In this paper, we present a representation framework for data analysis of datasets that is based on a closed-form decomposition of the measure-based kernel.
no code implementations • 12 Jul 2016 • Amit Bermanis, Aviv Rotbart, Moshe Salhov, Amir Averbuch
The dictionary enables to have a natural extension of the low-dimensional embedding to out-of-sample data points, which gives rise to a distortion-based criterion for anomaly detection.