Ehsan Abbasi

activity

20152019

most citedThe LASSO with Non-linear Measurements is Equivalent to One With Linear Measurements

90 citations · 99 across the 2 of their papers we have counts for

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math.ST2019★ 9 cited

Universality in Learning from Linear Measurements

Ehsan Abbasi, Fariborz Salehi, Babak Hassibi

We study the problem of recovering a structured signal from independently and identically drawn linear measurements. A convex penalty function $f (\cdot)$ is considered which penali…

math.ST2015★ 90 cited

The LASSO with Non-linear Measurements is Equivalent to One With Linear Measurements

Chrtistos Thrampoulidis, Ehsan Abbasi, Babak Hassibi

Consider estimating an unknown, but structured, signal $x_{0} \in R^{n}$ from $m$ measurement $y_{i} = g_{i} (a_{i}^{T} x_{0})$ , where the $a_{i}$ 's are the rows of a known measurement matrix $A$ , and,…