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Justin Romberg | Researchclopedia

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Justin Romberg

262

Works

12,196

Citations

33

h-index

78

i10-index

Research Topics

Sparse and Compressive Sensing Techniques Image and Signal Denoising Methods Blind Source Separation Techniques

Affiliations

California Institute of Technology2005–2007

Georgia Institute of Technology2007–2025

Scripps Institution of Oceanography2021–2021

Atlanta Technical College2011–2011

Institute for Infocomm Research2008–2008

Top Works

Stable signal recovery from incomplete and inaccurate measurements

Emmanuel J. Candès,Justin Romberg,et al.

20067,094 citations

Stochastic Gradient Optimization Techniques

Distributed Control Multi-Agent Systems

Bayesian tree-structured image modeling using wavelet-domain hidden Markov models

Justin Romberg,Hyeokho Choi,et al.

2001505 citations

An Overview of Low-Rank Matrix Recovery From Incomplete Observations

Mark A. Davenport,Justin Romberg

2016454 citations

Blind Deconvolution Using Convex Programming

Ali Ahmed,Benjamin Recht,et al.

2014408 citations

Practical Signal Recovery from Random Projections

2005292 citations

Terahertz time-gated spectral imaging for content extraction through layered structures

Albert Redo-Sanchez,Barmak Heshmat,et al.

2016206 citations

Sparse Recovery of Streaming Signals Using <formula formulatype="inline"><tex Notation="TeX">$\ell_1$</tex></formula>-Homotopy

M. Salman Asif,Justin Romberg

2014145 citations

Compressive phase retrieval

Matthew L. Moravec,Justin Romberg,et al.

2007142 citations

STAN: spatio-temporal attention network for pandemic prediction using real-world evidence

Junyi Gao,Rakshith Sharma,et al.

2020129 citations