Charles Clum

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20192022

most citedDerandomized compressed sensing with nonuniform guarantees for

ℓ_{1}

recovery

1 citations · 1 across the 3 of their papers we have counts for

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cs.IT2019★ 1 cited

Derandomized compressed sensing with nonuniform guarantees for $ℓ_{1}$ recovery

Charles Clum, Dustin G. Mixon

We extend the techniques of Hügel, Rauhut and Strohmer (Found. Comput. Math., 2014) to show that for every $δ \in (0, 1]$ , there exists an explicit random $m \times N$ partial Fourier…

math.NA2019

Matching Component Analysis for Transfer Learning

Charles Clum, Dustin G. Mixon, Theresa Scarnati

We introduce a new Procrustes-type method called matching component analysis to isolate components in data for transfer learning. Our theoretical results describe the sample comple…

Derandomized compressed sensing with nonuniform guarantees for ℓ1​ recovery

Matching Component Analysis for Transfer Learning

Derandomized compressed sensing with nonuniform guarantees for $ℓ_{1}$ recovery