90 citations · 99 across the 2 of their papers we have counts for
3 papers
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 is considered which penali…
cs.IT2018
A Precise Analysis of PhaseMax in Phase Retrieval
Fariborz Salehi, Ehsan Abbasi, Babak Hassibi
Recovering an unknown complex signal from the magnitude of linear combinations of the signal is referred to as phase retrieval. We present an exact performance analysis of a recent…
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 from measurement , where the 's are the rows of a known measurement matrix , and,…