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J
Justin Romberg
Georgia Institute of Technology
33
H指数
263
论文数
1.2W
被引数
0
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24
发表时间
发表时间
IF
被引数
Capacitive Crossbar Array as a Non-Iterative Least-Squares Solver in Real-Time Broadband Beamforming
电容式交叉阵列作为实时宽带波束形成中的非迭代最小二乘求解器
IEEE Journal on Emerging and Selected Topics in Circuits and Systems
IF
3.8
2026-06-19
0
PRE
AI
Madhav Vadlamani; Nakul Singh; Coleman DeLude; Justin Romberg; Shimeng Yu
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A MEMS seismometer respiratory monitor for work of breathing assessment and adventitious lung sounds detection via deep learning
SCIENTIFIC REPORTS
IF
3.9
2025-03-15
0
OA
AI
Sang, Brian; Wen, Haoran; Junek, Greg; Neveu, Wendy; Di Francesco, Lorenzo; Romberg, Justin; Ayazi, Farrokh
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Decentralized and Privacy-Preserving Learning of Approximate Stackelberg Solutions in Energy Trading Games With Demand Response Aggregators
具有需求响应聚合器的能源交易游戏中的近似Stackelberg解决方案的分散和隐私保护学习
ieee transactions on cybernetics
IF
8.7
2024-10-01
1
OA
AI
Kampezidou, Styliani I.; Romberg, Justin; Vamvoudakis, Kyriakos G.; Mavris, Dimitri N.
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Level set methods for gradient-free optimization of metasurface arrays
SCIENTIFIC REPORTS
IF
3.9
2024-07-19
2
OA
AI
Saad-Falcon, Alex; Howard, Christopher; Romberg, Justin; Allen, Kenneth
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Globally Optimal Assignment Algorithm for Collective Object Transport Using Air-Ground Multirobot Teams
IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY
IF
3.9
2024-01-01
1
PRE
AI
Miyano, Tatsuya; Romberg, Justin; Egerstedt, Magnus
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Finite-Sample Analysis of Two-Time-Scale Natural Actor-Critic Algorithm
IEEE TRANSACTIONS ON AUTOMATIC CONTROL
IF
7
2023-06-01
3
OA
AI
Khodadadian, Sajad; Doan, Thinh T.; Romberg, Justin; Maguluri, Siva Theja
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Finite-Time Convergence Rates of Decentralized Stochastic Approximation With Applications in Multi-Agent and Multi-Task Learning
IEEE TRANSACTIONS ON AUTOMATIC CONTROL
IF
7
2023-05-01
4
OA
AI
Zeng, Sihan; Doan, Thinh T.; Romberg, Justin
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Convergence Rates of Distributed Gradient Methods Under Random Quantization: A Stochastic Approximation Approach
IEEE TRANSACTIONS ON AUTOMATIC CONTROL
IF
7
2021-10-01
36
PRE
AI
Doan, Thinh T.; Maguluri, Siva Theja; Romberg, Justin
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Fast Convergence Rates of Distributed Subgradient Methods With Adaptive Quantization
IEEE TRANSACTIONS ON AUTOMATIC CONTROL
IF
7
2021-05-01
39
OA
AI
Doan, Thinh T.; Maguluri, Siva Theja; Romberg, Justin
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A Hardware-Friendly Approach Towards Sparse Neural Networks Based on LFSR-Generated Pseudo-Random Sequences
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS
IF
5.2
2021-02-01
7
PRE
AI
Karimzadeh, Foroozan; Cao, Ningyuan; Crafton, Brian; Romberg, Justin; Raychowdhury, Arijit
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In-Field Performance Optimization for mm-Wave Mixed-Signal Doherty Power Amplifiers: A Bandit Approach
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS
IF
5.2
2020-12-01
10
PRE
AI
Xu, Shaojie; Wang, Fei; Wang, Hua; Romberg, Justin
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Sparse Coding Using the Locally Competitive Algorithm on the TrueNorth Neurosynaptic System
在TrueNorth神经突触系统上使用局部竞争算法进行稀疏编码
FRONTIERS IN NEUROSCIENCE
IF
3.2
2019-07-23
18
OA
AI
Fair, Kaitlin L.; Mendat, Daniel R.; Andreou, Andreas G.; Rozell, Christopher J.; Romberg, Justin; Anderson, David, V
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Extracting the Principal Shape Components via Convex Programming
IEEE TRANSACTIONS ON IMAGE PROCESSING
IF
13.7
2018-07-01
4
PRE
AI
Aghasi, Alireza; Romberg, Justin
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A 130 nm 165 nJ/frame Compressed-Domain Smashed-Filter-Based Mixed-Signal Classifier for In-Sensor Analytics in Smart Cameras
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS
IF
4.9
2018-03-01
9
PRE
AI
Amaravati, Anvesha; Xu, Shaojie; Romberg, Justin; Raychowdhury, Arijit
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Terahertz time-gated spectral imaging for content extraction through layered structures
NATURE COMMUNICATIONS
IF
15.7
2016-09-09
165
OA
AI
Redo-Sanchez, Albert; Heshmat, Barmak; Aghasi, Alireza; Naqvi, Salman; Zhang, Mingjie; Romberg, Justin; Raskar, Ramesh
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Sweep distortion removal from terahertz images via blind demodulation
OPTICA
IF
8.5
2016-07-07
18
OA
AI
Aghasi, Alireza; Heshmat, Barmak; Redo-Sanchez, Albert; Romberg, Justin; Raskar, Ramesh
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Introduction to the Issue on Structured Matrices in Signal and Data Processing
IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING
IF
13.7
2016-06-01
0
PRE
AI
Wakin, Michael B.; Gribonval, Remi; Koivunen, Visa; Romberg, Justin; Wright, John
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An Overview of Low-Rank Matrix Recovery From Incomplete Observations
IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING
IF
13.7
2016-06-01
327
OA
AI
Davenport, Mark A.; Romberg, Justin
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Convergence and Rate Analysis of Neural Networks for Sparse Approximation (vol 23, pg 1377, 2012)
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF
8.9
2014-08-01
3
OA
AI
Balavoine, Aurele; Romberg, Justin; Rozell, Christopher J.
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Convergence and Rate Analysis of Neural Networks for Sparse Approximation
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF
8.9
2012-09-01
67
OA
AI
Balavoine, Aurele; Romberg, Justin; Rozell, Christopher J.
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研究方向
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合作学者
合作期刊
T
Terence Tao
H 指数: 101 · 论文数: 964
E
Emmanuel J. Candès
H 指数: 88 · 论文数: 301
R
Ramesh Raskar
H 指数: 82 · 论文数: 658
S
Shimeng Yu
H 指数: 76 · 论文数: 638
M
Magnus Egerstedt
H 指数: 66 · 论文数: 751
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