58 citations · 101 across the 3 of their papers we have counts for
3 papers
cs.IT2012★ 58 cited
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…
stat.ML2010★ 43 cited
Manifold-Based Signal Recovery and Parameter Estimation from Compressive Measurements
Michael B. Wakin
A field known as Compressive Sensing (CS) has recently emerged to help address the growing challenges of capturing and processing high-dimensional signals and data sets. CS exploit…
cs.IT2009
Distributed Compressive Sensing
Dror Baron, Marco F. Duarte, Michael B. Wakin +2
Compressive sensing is a signal acquisition framework based on the revelation that a small collection of linear projections of a sparse signal contains enough information for stabl…