605 citations · 4k across the 143 of their papers we have counts for
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cs.CV2013★ 26 cited
The STONE Transform: Multi-Resolution Image Enhancement and Real-Time Compressive Video
Tom Goldstein, Lina Xu, Kevin F. Kelly +1
Compressed sensing enables the reconstruction of high-resolution signals from under-sampled data. While compressive methods simplify data acquisition, they require the solution of…
math.NA2013★ 97 cited
Adaptive Primal-Dual Hybrid Gradient Methods for Saddle-Point Problems
Tom Goldstein, Min Li, Xiaoming Yuan +2
The Primal-Dual hybrid gradient (PDHG) method is a powerful optimization scheme that breaks complex problems into simple sub-steps. Unfortunately, PDHG methods require the user to…