Rayan Saab

activity

20082026

most citedRandom Vector Functional Link Networks for Function Approximation on Manifolds

26 citations · 98 across the 31 of their papers we have counts for

collaborators

Showing 2014Show all

3 papers · 1 filter

cs.IT2014★ 11 cited

Recovery Analysis for Weighted $ℓ_{1}$ -Minimization Using a Null Space Property

Hassan Mansour, Rayan Saab

We study the recovery of sparse signals from underdetermined linear measurements when a potentially erroneous support estimate is available. Our results are twofold. First, we deri…

cs.IT2014★ 3 cited

Quantization and Compressive Sensing

Petros T. Boufounos, Laurent Jacques, Felix Krahmer +1

Quantization is an essential step in digitizing signals, and, therefore, an indispensable component of any modern acquisition system. This book chapter explores the interaction of…

stat.ML2014★ 11 cited

One-bit compressive sensing with norm estimation

Karin Knudson, Rayan Saab, Rachel Ward

Consider the recovery of an unknown signal $x$ from quantized linear measurements. In the one-bit compressive sensing setting, one typically assumes that $x$ is sparse, and tha…

Recovery Analysis for Weighted ℓ1​-Minimization Using a Null Space Property

Quantization and Compressive Sensing

One-bit compressive sensing with norm estimation

Recovery Analysis for Weighted $ℓ_{1}$ -Minimization Using a Null Space Property