35 citations · 182 across the 29 of their papers we have counts for
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math.ST2016★ 3 cited
Non-Gaussian Observations in Nonlinear Compressed Sensing via Stein Discrepancies
Larry Goldstein, Xiaohan Wei
Performance guarantees for compression in nonlinear models under non-Gaussian observations can be achieved through the use of distributional characteristics that are sensitive to t…
math.ST2016★ 11 cited
Structured signal recovery from non-linear and heavy-tailed measurements
Larry Goldstein, Stanislav Minsker, Xiaohan Wei
We study high-dimensional signal recovery from non-linear measurements with design vectors having elliptically symmetric distribution. Special attention is devoted to the situation…