Justin K. Romberg, Ph.D.
Affiliations: | 2004 | Rice University, Houston, TX | |
| 2006- | Electrical and Computer Engineering | Georgia Institute of Technology, Atlanta, GA |
Area:
System Science EngineeringWebsite:
http://jrom.ece.gatech.edu/Google:
"Justin Romberg"Parents
Sign in to add mentor| Richard G. Baraniuk | grad student | 2004 | Rice University | |
| (Multiscale geometric image processing.) | ||||
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Publications
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| Fair KL, Mendat DR, Andreou AG, et al. (2019) Sparse Coding Using the Locally Competitive Algorithm on the TrueNorth Neurosynaptic System. Frontiers in Neuroscience. 13: 754 |
| Karnik S, Zhu Z, Wakin MB, et al. (2019) The fast Slepian transform Applied and Computational Harmonic Analysis. 46: 624-652 |
| Wakin MB, Gribonval R, Koivunen V, et al. (2016) Introduction to the Issue on Structured Matrices in Signal and Data Processing Ieee Journal On Selected Topics in Signal Processing. 10: 605-607 |
| Davenport MA, Romberg J. (2016) An Overview of Low-Rank Matrix Recovery from Incomplete Observations Ieee Journal On Selected Topics in Signal Processing. 10: 608-622 |
| Balavoine A, Rozell CJ, Romberg J. (2015) Discrete and continuous-time soft-thresholding for dynamic signal recovery Ieee Transactions On Signal Processing. 63: 3165-3176 |
| Balavoine A, Rozell CJ, Romberg J. (2014) Iterative soft-thresholding for time-varying signal recovery Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 4958-4962 |
| Balavoine A, Rozell CJ, Romberg J. (2013) Convergence speed of a dynamical system for sparse recovery Ieee Transactions On Signal Processing. 61: 4259-4269 |
| Eftekhari A, Romberg J, Wakin MB. (2013) Matched filtering from limited frequency samples Ieee Transactions On Information Theory. 59: 3475-3496 |
| Balavoine A, Rozell CJ, Romberg J. (2013) Convergence of a neural network for sparse approximation using the nonsmooth Łojasiewicz inequality Proceedings of the International Joint Conference On Neural Networks |
| Balavoine A, Romberg J, Rozell CJ. (2012) Convergence and rate analysis of neural networks for sparse approximation. Ieee Transactions On Neural Networks and Learning Systems. 23: 1377-89 |