133 citations · 683 across the 44 of their papers we have counts for
Showing 2015 · cs.LGShow all
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cs.LG2015★ 30 cited
Denoising and Completion of 3D Data via Multidimensional Dictionary Learning
Zemin Zhang, Shuchin Aeron
In this paper a new dictionary learning algorithm for multidimensional data is proposed. Unlike most conventional dictionary learning methods which are derived for dealing with vec…
cs.LG2015★ 12 cited
Exact tensor completion using t-SVD
Zemin Zhang, Shuchin Aeron
In this paper we focus on the problem of completion of multidimensional arrays (also referred to as tensors) from limited sampling. Our approach is based on a recently proposed ten…