5 citations · 6 across the 7 of their papers we have counts for
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math.NA2023★ 1 cited
Image reconstructions using sparse dictionary representations and implicit, non-negative mappings
Elizabeth Newman, Jack Michael Solomon, Matthias Chung
Many imaging science tasks can be modeled as a discrete linear inverse problem. Solving linear inverse problems is often challenging, with ill-conditioned operators and potentially…
math.NA2019★ 5 cited
Tensor-Tensor Products for Optimal Representation and Compression
Misha Kilmer, Lior Horesh, Haim Avron +1
In this era of big data, data analytics and machine learning, it is imperative to find ways to compress large data sets such that intrinsic features necessary for subsequent analys…