22 citations · 49 across the 5 of their papers we have counts for
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cs.LG2016★ 22 cited
Structure-Aware Classification using Supervised Dictionary Learning
Yael Yankelevsky, Michael Elad
In this paper, we propose a supervised dictionary learning algorithm that aims to preserve the local geometry in both dimensions of the data. A graph-based regularization explicitl…
cs.IT2016★ 7 cited
Component Based Modeling of Ultrasound Signals
Yael Yankelevsky, Zvi Friedman, Arie Feuer
This work proposes a component based model for the raw ultrasound signals acquired by the transducer elements. Based on this approach, before undergoing the standard digital proces…