62 citations · 315 across the 28 of their papers we have counts for
3 papers · 1 filter
Sparse Approximation, List Decoding, and Uncertainty Principles
Mahmoud Abo Khamis, Anna C. Gilbert, Hung Q. Ngo +1
We consider list versions of sparse approximation problems, where unlike the existing results in sparse approximation that consider situations with unique solutions, we are interes…
Modal Analysis with Compressive Measurements
Jae Young Park, Michael B. Wakin, Anna C. Gilbert
Structural Health Monitoring (SHM) systems are critical for monitoring aging infrastructure (such as buildings or bridges) in a cost-effective manner. Such systems typically involv…
Sketched SVD: Recovering Spectral Features from Compressive Measurements
Anna C. Gilbert, Jae Young Park, Michael B. Wakin
We consider a streaming data model in which n sensors observe individual streams of data, presented in a turnstile model. Our goal is to analyze the singular value decomposition (S…