605 citations · 4k across the 143 of their papers we have counts for
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math.NA2014★ 192 cited
A Field Guide to Forward-Backward Splitting with a FASTA Implementation
Tom Goldstein, Christoph Studer, Richard Baraniuk
Non-differentiable and constrained optimization play a key role in machine learning, signal and image processing, communications, and beyond. For high-dimensional minimization prob…
cs.IT2014★ 27 cited
Democratic Representations
Christoph Studer, Tom Goldstein, Wotao Yin +1
Minimization of the (or maximum) norm subject to a constraint that imposes consistency to an underdetermined system of linear equations finds use in a large number…