261 citations · 457 across the 24 of their papers we have counts for
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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…
math.ST2016
Sub-Gaussian estimators of the mean of a random matrix with heavy-tailed entries
Stanislav Minsker
Estimation of the covariance matrix has attracted a lot of attention of the statistical research community over the years, partially due to important applications such as Principal…