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J

Justin Romberg

Georgia Institute of Technology

33H-index
262Paper Count
1.2WCitation Count
Published Papers 23
Publication Date
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A MEMS seismometer respiratory monitor for work of breathing assessment and adventitious lung sounds detection via deep learning
errSCIENTIFIC REPORTS
IF3.9
err2025-03-15
err0
errOAAI
errSang, Brian; Wen, Haoran; Junek, Greg; Neveu, Wendy; Di Francesco, Lorenzo; Romberg, Justin; Ayazi, Farrokh
errShare
errSave
Decentralized and Privacy-Preserving Learning of Approximate Stackelberg Solutions in Energy Trading Games With Demand Response Aggregators
errieee transactions on cybernetics
IF8.7
err2024-10-01
err1
errOAAI
errKampezidou, Styliani I.; Romberg, Justin; Vamvoudakis, Kyriakos G.; Mavris, Dimitri N.
errShare
errSave
Level set methods for gradient-free optimization of metasurface arrays
errSCIENTIFIC REPORTS
IF3.9
err2024-07-19
err2
errOAAI
errSaad-Falcon, Alex; Howard, Christopher; Romberg, Justin; Allen, Kenneth
errShare
errSave
Globally Optimal Assignment Algorithm for Collective Object Transport Using Air-Ground Multirobot Teams
errIEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY
IF3.9
err2024-01-01
err1
PREAI
errMiyano, Tatsuya; Romberg, Justin; Egerstedt, Magnus
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errSave
Finite-Sample Analysis of Two-Time-Scale Natural Actor-Critic Algorithm
errIEEE TRANSACTIONS ON AUTOMATIC CONTROL
IF7
err2023-06-01
err3
errOAAI
errKhodadadian, Sajad; Doan, Thinh T.; Romberg, Justin; Maguluri, Siva Theja
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errSave
Finite-Time Convergence Rates of Decentralized Stochastic Approximation With Applications in Multi-Agent and Multi-Task Learning
errIEEE TRANSACTIONS ON AUTOMATIC CONTROL
IF7
err2023-05-01
err4
errOAAI
errZeng, Sihan; Doan, Thinh T.; Romberg, Justin
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errSave
Convergence Rates of Distributed Gradient Methods Under Random Quantization: A Stochastic Approximation Approach
errIEEE TRANSACTIONS ON AUTOMATIC CONTROL
IF7
err2021-10-01
err36
PREAI
errDoan, Thinh T.; Maguluri, Siva Theja; Romberg, Justin
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errSave
Fast Convergence Rates of Distributed Subgradient Methods With Adaptive Quantization
errIEEE TRANSACTIONS ON AUTOMATIC CONTROL
IF7
err2021-05-01
err39
errOAAI
errDoan, Thinh T.; Maguluri, Siva Theja; Romberg, Justin
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errSave
A Hardware-Friendly Approach Towards Sparse Neural Networks Based on LFSR-Generated Pseudo-Random Sequences
errIEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS
IF5.2
err2021-02-01
err7
PREAI
errKarimzadeh, Foroozan; Cao, Ningyuan; Crafton, Brian; Romberg, Justin; Raychowdhury, Arijit
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errSave
In-Field Performance Optimization for mm-Wave Mixed-Signal Doherty Power Amplifiers: A Bandit Approach
errIEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS
IF5.2
err2020-12-01
err10
PREAI
errXu, Shaojie; Wang, Fei; Wang, Hua; Romberg, Justin
errShare
errSave
Sparse Coding Using the Locally Competitive Algorithm on the TrueNorth Neurosynaptic System
errFRONTIERS IN NEUROSCIENCE
IF3.2
err2019-07-23
err18
errOAAI
errFair, Kaitlin L.; Mendat, Daniel R.; Andreou, Andreas G.; Rozell, Christopher J.; Romberg, Justin; Anderson, David, V
errShare
errSave
Extracting the Principal Shape Components via Convex Programming
errIEEE TRANSACTIONS ON IMAGE PROCESSING
IF13.7
err2018-07-01
err4
PREAI
errAghasi, Alireza; Romberg, Justin
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errSave
A 130 nm 165 nJ/frame Compressed-Domain Smashed-Filter-Based Mixed-Signal Classifier for In-Sensor Analytics in Smart Cameras
errIEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS
IF4.9
err2018-03-01
err9
PREAI
errAmaravati, Anvesha; Xu, Shaojie; Romberg, Justin; Raychowdhury, Arijit
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errSave
Terahertz time-gated spectral imaging for content extraction through layered structures
errNATURE COMMUNICATIONS
IF15.7
err2016-09-09
err165
errOAAI
errRedo-Sanchez, Albert; Heshmat, Barmak; Aghasi, Alireza; Naqvi, Salman; Zhang, Mingjie; Romberg, Justin; Raskar, Ramesh
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errSave
Sweep distortion removal from terahertz images via blind demodulation
errOPTICA
IF8.5
err2016-07-07
err18
errOAAI
errAghasi, Alireza; Heshmat, Barmak; Redo-Sanchez, Albert; Romberg, Justin; Raskar, Ramesh
errShare
errSave
Introduction to the Issue on Structured Matrices in Signal and Data Processing
errIEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING
IF13.7
err2016-06-01
err0
PREAI
errWakin, Michael B.; Gribonval, Remi; Koivunen, Visa; Romberg, Justin; Wright, John
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errSave
An Overview of Low-Rank Matrix Recovery From Incomplete Observations
errIEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING
IF13.7
err2016-06-01
err327
errOAAI
errDavenport, Mark A.; Romberg, Justin
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errSave
Convergence and Rate Analysis of Neural Networks for Sparse Approximation (vol 23, pg 1377, 2012)
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2014-08-01
err3
errOAAI
errBalavoine, Aurele; Romberg, Justin; Rozell, Christopher J.
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errSave
Convergence and Rate Analysis of Neural Networks for Sparse Approximation
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2012-09-01
err67
errOAAI
errBalavoine, Aurele; Romberg, Justin; Rozell, Christopher J.
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errSave
A Compressed Sensing Parameter Extraction Platform for Radar Pulse Signal Acquisition
errIEEE JOURNAL ON EMERGING AND SELECTED TOPICS IN CIRCUITS AND SYSTEMS
IF3.8
err2012-09-01
err75
errOAAI
errYoo, Juhwan; Turnes, Christopher; Nakamura, Eric B.; Le, Chi K.; Becker, Stephen; Sovero, Emilio A.; Wakin, Michael B.; Grant, Michael C.; Romberg, Justin; Emami-Neyestanak, Azita; Candes, Emmanuel
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Research Directions

No research directions
Co-authors
Cooperation Journals
T
Terence Tao
H-index: 101 · Papers: 964
E
Emmanuel J. Candès
H-index: 88 · Papers: 301
R
Ramesh Raskar
H-index: 82 · Papers: 658
M
Magnus Egerstedt
H-index: 66 · Papers: 751
R
Rémi Gribonval
H-index: 55 · Papers: 489
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