Ashkan Panahi

activity

20122022

most citedAsymptotically Exact Error Analysis for the Generalized

ℓ_{2}^{2}

-LASSO

12 citations · 24 across the 11 of their papers we have counts for

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math.ST2015★ 12 cited

Asymptotically Exact Error Analysis for the Generalized $ℓ_{2}^{2}$ -LASSO

Christos Thrampoulidis, Ashkan Panahi, Babak Hassibi

Given an unknown signal $x_{0} \in R^{n}$ and linear noisy measurements $y = A x_{0} + σ v \in R^{m}$ , the generalized $ℓ_{2}^{2}$ -LASSO…

math.ST2015

Precise Error Analysis of the $ℓ_{2}$ -LASSO

Christos Thrampoulidis, Ashkan Panahi, Daniel Guo +1

A classical problem that arises in numerous signal processing applications asks for the reconstruction of an unknown, $k$ -sparse signal $x_{0} \in R^{n}$ from underdetermined, noisy, li…

Asymptotically Exact Error Analysis for the Generalized ℓ22​-LASSO

Precise Error Analysis of the ℓ2​-LASSO

Asymptotically Exact Error Analysis for the Generalized $ℓ_{2}^{2}$ -LASSO

Precise Error Analysis of the $ℓ_{2}$ -LASSO