## Romberg, Justin K.

Compute Distance To:
 Author ID: romberg.justin-k Published as: Romberg, Justin; Romberg, Justin K.
 Documents Indexed: 40 Publications since 2006 Co-Authors: 32 Co-Authors with 37 Joint Publications 763 Co-Co-Authors
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### Co-Authors

 1 single-authored 6 Bahmani, Sohail 5 Candès, Emmanuel J. 5 Davenport, Mark A. 4 Aghasi, Alireza 4 Doan, Thinh T. 4 Karnik, Santhosh 3 Lee, Kiryung 3 Maguluri, Siva Theja 3 Wakin, Michael B. 2 Asif, M. Salman 2 Tao, Terence 2 Tropp, Joel A. 2 Turnes, Christopher K. 2 Zhu, Zhihui 1 Abdi, Afshin 1 Balavoine, Aurèle 1 Balcan, Doru-Cristian 1 Baraniuk, Richard G. 1 Duarte, Marco F. 1 Eftekhari, Armin 1 Egerstedt, Magnus B. 1 Eldar, Yonina Chana 1 Krahmer, Felix 1 Laska, Jason N. 1 Mantzel, William 1 Neelamani, Ramesh 1 Pierpaoli, Pietro 1 Rauhut, Holger 1 Recht, Benjamin 1 Rozell, Christopher J. 1 Srinivasa, Rakshith Sharma 1 Tian, Ning
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### Serials

 8 IEEE Transactions on Information Theory 6 SIAM Journal on Imaging Sciences 5 IEEE Transactions on Signal Processing 3 Applied and Computational Harmonic Analysis 3 Foundations of Computational Mathematics 3 Information and Inference 2 Inverse Problems 2 IEEE Transactions on Automatic Control 2 SIAM Journal on Mathematics of Data Science 1 Communications on Pure and Applied Mathematics 1 Journal of Scientific Computing 1 IEEE Transactions on Image Processing 1 Journal of Machine Learning Research (JMLR) 1 Electronic Journal of Statistics 1 Control Theory and Technology
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### Fields

 26 Information and communication theory, circuits (94-XX) 11 Operations research, mathematical programming (90-XX) 9 Numerical analysis (65-XX) 6 Linear and multilinear algebra; matrix theory (15-XX) 6 Statistics (62-XX) 6 Computer science (68-XX) 4 Harmonic analysis on Euclidean spaces (42-XX) 3 Systems theory; control (93-XX) 2 Probability theory and stochastic processes (60-XX) 2 Biology and other natural sciences (92-XX) 1 Functional analysis (46-XX) 1 Calculus of variations and optimal control; optimization (49-XX) 1 Convex and discrete geometry (52-XX)

### Citations contained in zbMATH Open

29 Publications have been cited 1,814 times in 1,371 Documents Cited by Year
Robust uncertainty principles: exact signal reconstruction from highly incomplete frequency information. Zbl 1231.94017
Candès, Emmanuel J.; Romberg, Justin K.; Tao, Terence
2006
Stable signal recovery from incomplete and inaccurate measurements. Zbl 1098.94009
Candès, Emmanuel J.; Romberg, Justin K.; Tao, Terence
2006
Sparsity and incoherence in compressive sampling. Zbl 1120.94005
Candès, Emmanuel; Romberg, Justin
2007
Quantitative robust uncertainty principles and optimally sparse decompositions. Zbl 1102.94020
Candès, Emmanuel J.; Romberg, Justin
2006
Blind deconvolution using convex programming. Zbl 1360.94057
Ahmed, Ali; Recht, Benjamin; Romberg, Justin
2014
Beyond Nyquist: efficient sampling of sparse bandlimited signals. Zbl 1366.94222
Tropp, Joel A.; Laska, Jason N.; Duarte, Marco F.; Romberg, Justin K.; Baraniuk, Richard G.
2010
Restricted isometries for partial random circulant matrices. Zbl 1245.15040
Rauhut, Holger; Romberg, Justin; Tropp, Joel A.
2012
Compressive sensing by random convolution. Zbl 1176.94017
Romberg, Justin
2009
A flexible convex relaxation for phase retrieval. Zbl 1408.62032
Bahmani, Sohail; Romberg, Justin
2017
Sparse recovery of streaming signals using $$\ell_1$$-homotopy. Zbl 1394.94053
Asif, M. Salman; Romberg, Justin
2014
Fast and accurate algorithms for re-weighted $$\ell_1$$-norm minimization. Zbl 1394.94052
Asif, M. Salman; Romberg, Justin
2013
Compressive multiplexing of correlated signals. Zbl 1359.94049
Ahmed, Ali; Romberg, Justin
2015
Lifting for blind deconvolution in random mask imaging: identifiability and convex relaxation. Zbl 1330.94006
Bahmani, Sohail; Romberg, Justin
2015
The fast Slepian transform. Zbl 1416.65573
Karnik, Santhosh; Zhu, Zhihui; Wakin, Michael B.; Romberg, Justin; Davenport, Mark A.
2019
Sparse shape reconstruction. Zbl 1281.65026
Aghasi, Alireza; Romberg, Justin
2013
Fast and guaranteed blind multichannel deconvolution under a bilinear system model. Zbl 1401.94119
Lee, Kiryung; Tian, Ning; Romberg, Justin
2018
Near-optimal estimation of simultaneously sparse and low-rank matrices from nested linear measurements. Zbl 1386.94020
Bahmani, Sohail; Romberg, Justin
2016
Improved bounds for the eigenvalues of prolate spheroidal wave functions and discrete prolate spheroidal sequences. Zbl 1472.94043
Karnik, Santhosh; Romberg, Justin; Davenport, Mark A.
2021
Matched filtering from limited frequency samples. Zbl 1364.94123
Eftekhari, Armin; Romberg, Justin; Wakin, Michael B.
2013
Finite-time performance of distributed temporal-difference learning with linear function approximation. Zbl 1483.68294
Doan, Thinh T.; Maguluri, Siva Theja; Romberg, Justin
2021
ROAST: rapid orthogonal approximate Slepian transform. Zbl 1415.94045
Zhu, Zhihui; Karnik, Santhosh; Wakin, Michael B.; Davenport, Mark A.; Romberg, Justin
2018
Solving equations of random convex functions via anchored regression. Zbl 1422.62235
Bahmani, Sohail; Romberg, Justin
2019
Spectral methods for passive imaging: nonasymptotic performance and robustness. Zbl 1428.94028
Lee, Kiryung; Krahmer, Felix; Romberg, Justin
2018
Convex cardinal shape composition. Zbl 1352.68260
Aghasi, Alireza; Romberg, Justin
2015
Fast convex pruning of deep neural networks. Zbl 1484.90072
Aghasi, Alireza; Abdi, Afshin; Romberg, Justin
2020
Errata: Quantitative robust uncertainty principles and optimally sparse decompositions. Zbl 1142.94317
Candès, Emmanuel J.; Romberg, Justin
2007
Sparse channel separation using random probes. Zbl 1216.94041
Romberg, Justin; Neelamani, Ramesh
2010
Discrete and continuous-time soft-thresholding for dynamic signal recovery. Zbl 1394.94065
Balavoine, Aurèle; Rozell, Christopher J.; Romberg, Justin
2015
Compressed subspace matching on the continuum. Zbl 1380.94059
Mantzel, William; Romberg, Justin
2015
Improved bounds for the eigenvalues of prolate spheroidal wave functions and discrete prolate spheroidal sequences. Zbl 1472.94043
Karnik, Santhosh; Romberg, Justin; Davenport, Mark A.
2021
Finite-time performance of distributed temporal-difference learning with linear function approximation. Zbl 1483.68294
Doan, Thinh T.; Maguluri, Siva Theja; Romberg, Justin
2021
Fast convex pruning of deep neural networks. Zbl 1484.90072
Aghasi, Alireza; Abdi, Afshin; Romberg, Justin
2020
The fast Slepian transform. Zbl 1416.65573
Karnik, Santhosh; Zhu, Zhihui; Wakin, Michael B.; Romberg, Justin; Davenport, Mark A.
2019
Solving equations of random convex functions via anchored regression. Zbl 1422.62235
Bahmani, Sohail; Romberg, Justin
2019
Fast and guaranteed blind multichannel deconvolution under a bilinear system model. Zbl 1401.94119
Lee, Kiryung; Tian, Ning; Romberg, Justin
2018
ROAST: rapid orthogonal approximate Slepian transform. Zbl 1415.94045
Zhu, Zhihui; Karnik, Santhosh; Wakin, Michael B.; Davenport, Mark A.; Romberg, Justin
2018
Spectral methods for passive imaging: nonasymptotic performance and robustness. Zbl 1428.94028
Lee, Kiryung; Krahmer, Felix; Romberg, Justin
2018
A flexible convex relaxation for phase retrieval. Zbl 1408.62032
Bahmani, Sohail; Romberg, Justin
2017
Near-optimal estimation of simultaneously sparse and low-rank matrices from nested linear measurements. Zbl 1386.94020
Bahmani, Sohail; Romberg, Justin
2016
Compressive multiplexing of correlated signals. Zbl 1359.94049
Ahmed, Ali; Romberg, Justin
2015
Lifting for blind deconvolution in random mask imaging: identifiability and convex relaxation. Zbl 1330.94006
Bahmani, Sohail; Romberg, Justin
2015
Convex cardinal shape composition. Zbl 1352.68260
Aghasi, Alireza; Romberg, Justin
2015
Discrete and continuous-time soft-thresholding for dynamic signal recovery. Zbl 1394.94065
Balavoine, Aurèle; Rozell, Christopher J.; Romberg, Justin
2015
Compressed subspace matching on the continuum. Zbl 1380.94059
Mantzel, William; Romberg, Justin
2015
Blind deconvolution using convex programming. Zbl 1360.94057
Ahmed, Ali; Recht, Benjamin; Romberg, Justin
2014
Sparse recovery of streaming signals using $$\ell_1$$-homotopy. Zbl 1394.94053
Asif, M. Salman; Romberg, Justin
2014
Fast and accurate algorithms for re-weighted $$\ell_1$$-norm minimization. Zbl 1394.94052
Asif, M. Salman; Romberg, Justin
2013
Sparse shape reconstruction. Zbl 1281.65026
Aghasi, Alireza; Romberg, Justin
2013
Matched filtering from limited frequency samples. Zbl 1364.94123
Eftekhari, Armin; Romberg, Justin; Wakin, Michael B.
2013
Restricted isometries for partial random circulant matrices. Zbl 1245.15040
Rauhut, Holger; Romberg, Justin; Tropp, Joel A.
2012
Beyond Nyquist: efficient sampling of sparse bandlimited signals. Zbl 1366.94222
Tropp, Joel A.; Laska, Jason N.; Duarte, Marco F.; Romberg, Justin K.; Baraniuk, Richard G.
2010
Sparse channel separation using random probes. Zbl 1216.94041
Romberg, Justin; Neelamani, Ramesh
2010
Compressive sensing by random convolution. Zbl 1176.94017
Romberg, Justin
2009
Sparsity and incoherence in compressive sampling. Zbl 1120.94005
Candès, Emmanuel; Romberg, Justin
2007
Errata: Quantitative robust uncertainty principles and optimally sparse decompositions. Zbl 1142.94317
Candès, Emmanuel J.; Romberg, Justin
2007
Robust uncertainty principles: exact signal reconstruction from highly incomplete frequency information. Zbl 1231.94017
Candès, Emmanuel J.; Romberg, Justin K.; Tao, Terence
2006
Stable signal recovery from incomplete and inaccurate measurements. Zbl 1098.94009
Candès, Emmanuel J.; Romberg, Justin K.; Tao, Terence
2006
Quantitative robust uncertainty principles and optimally sparse decompositions. Zbl 1102.94020
Candès, Emmanuel J.; Romberg, Justin
2006
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### Cited by 2,476 Authors

 27 Rauhut, Holger 19 Krahmer, Felix 15 Li, Song 14 Cai, Jian-Feng 13 Candès, Emmanuel J. 13 Chen, Wengu 13 Kutyniok, Gitta 13 Needell, Deanna 13 Osher, Stanley Joel 13 Xiu, Naihua 12 Fornasier, Massimo 11 Lou, Yifei 11 Peng, Jigen 11 Saab, Rayan 10 Iwen, Mark A. 10 Kutz, J. Nathan 10 Romberg, Justin K. 10 Wei, Ke 10 Xu, Yuesheng 9 Kong, Lingchen 9 Ma, Shiqian 9 Shen, Lixin 8 Adcock, Ben 8 Baraniuk, Richard G. 8 Brunton, Steven L. 8 Ge, HuanMin 8 Hansen, Anders C. 8 Hou, Thomas Yizhao 8 Tropp, Joel A. 8 Vybíral, Jan 8 Zhao, Yunbin 7 Calderbank, Arthur Robert 7 DeVore, Ronald A. 7 Foucart, Simon 7 Jacques, Laurent 7 Lu, Xiliang 7 Mendelson, Shahar 7 Poon, Clarice 7 Schaeffer, Hayden 7 Shi, Zuoqiang 7 Unser, Michael A. 7 Wakin, Michael B. 6 Aldroubi, Akram 6 Boyd, Stephen Poythress 6 Brugiapaglia, Simone 6 Chandrasekaran, Venkat 6 Dirksen, Sjoerd 6 Doostan, Alireza 6 Fageot, Julien 6 Gelb, Anne 6 Goldfarb, Donald 6 Gribonval, Rémi 6 Lin, Guang 6 Lin, Junhong 6 Mixon, Dustin G. 6 Shen, Zuowei 6 Stanković, Ljubiša 6 Wu, Tingting 6 Xiao, Yunhai 6 Xin, Jack X. 6 Zhang, Xiaoqun 6 Zhou, Shenglong 5 Bahmani, Sohail 5 Burger, Martin 5 Daković, Miloš 5 Darbon, Jerome 5 Davenport, Mark A. 5 De Castro, Yohann 5 Dossal, Charles 5 Eftekhari, Armin 5 Fu, Fangwei 5 Gao, Yi 5 Hampton, Jerrad 5 Jiao, Yuling 5 Li, Shidong 5 Lu, Zhaosong 5 Niu, Minyao 5 Peyré, Gabriel 5 Recht, Benjamin 5 Schnass, Karin 5 Schönlieb, Carola-Bibiane 5 Strohmer, Thomas 5 Tanner, Jared W. 5 Wang, Jianjun 5 Webster, Clayton G. 5 Wu, Chunlin 5 Yılmaz, Özgür 5 Yin, Wotao 5 Yu, Yongchao 5 Yue, Shigang 4 Alberti, Giovanni S. 4 Aubert, Gilles 4 Blanc-Féraud, Laure 4 Boufounos, Petros T. 4 Bredies, Kristian 4 Chan, Tony Fan-Cheong 4 Chen, Xuemei 4 Cheng, Lizhi 4 Daubechies, Ingrid Chantal 4 Dexter, Nick C. ...and 2,376 more Authors
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### Cited in 272 Serials

 119 Applied and Computational Harmonic Analysis 55 SIAM Journal on Imaging Sciences 44 Mathematical Problems in Engineering 40 Inverse Problems 35 Foundations of Computational Mathematics 25 Journal of Scientific Computing 25 The Journal of Fourier Analysis and Applications 24 Computational Optimization and Applications 24 SIAM Journal on Scientific Computing 23 The Annals of Statistics 22 Linear Algebra and its Applications 22 Mathematical Programming. Series A. Series B 21 Journal of Mathematical Imaging and Vision 20 Journal of Computational Physics 19 Journal of Machine Learning Research (JMLR) 19 Computational & Mathematical Methods in Medicine 17 Multidimensional Systems and Signal Processing 16 Journal of Computational and Applied Mathematics 16 Circuits, Systems, and Signal Processing 16 SIAM Journal on Optimization 15 Applied Mathematics and Computation 15 Inverse Problems and Imaging 13 Journal of Optimization Theory and Applications 13 International Journal of Wavelets, Multiresolution and Information Processing 12 Automatica 12 Advances in Computational Mathematics 12 Inverse Problems in Science and Engineering 12 Science China. Mathematics 12 Information and Inference 11 Computer Methods in Applied Mechanics and Engineering 11 Constructive Approximation 11 Science China. Information Sciences 11 Journal of the Operations Research Society of China 10 Journal of Complexity 10 Signal Processing 10 Numerical Algorithms 10 SIAM Journal on Mathematics of Data Science 9 Information Sciences 9 Journal of Approximation Theory 9 Applied Numerical Mathematics 9 Journal of Applied Mathematics 8 SIAM Journal on Matrix Analysis and Applications 8 Journal of Global Optimization 7 Computers & Mathematics with Applications 7 Communications on Pure and Applied Mathematics 7 Journal of Mathematical Analysis and Applications 7 Mathematics of Computation 7 Neural Computation 7 Pattern Recognition 7 Optimization Methods & Software 7 Chaos 7 Multiscale Modeling & Simulation 7 Analysis and Applications (Singapore) 7 Electronic Journal of Statistics 6 Journal of the Franklin Institute 6 Neural Networks 6 Machine Learning 6 Journal of Inequalities and Applications 6 Optimization Letters 6 Mathematical Programming Computation 5 Numerische Mathematik 5 Proceedings of the National Academy of Sciences of the United States of America 5 SIAM Journal on Applied Mathematics 5 Abstract and Applied Analysis 5 Discrete Dynamics in Nature and Society 5 Mathematical Biosciences and Engineering 5 Proceedings of the Royal Society of London. A. Mathematical, Physical and Engineering Sciences 4 Journal of Functional Analysis 4 Mathematics of Operations Research 4 Theoretical Computer Science 4 SIAM Journal on Mathematical Analysis 4 SIAM Review 4 Journal of Inverse and Ill-Posed Problems 4 Algorithms 4 Journal of Theoretical Biology 4 SIAM Journal on Applied Algebra and Geometry 3 Physica A 3 Journal of Multivariate Analysis 3 Numerical Functional Analysis and Optimization 3 SIAM Journal on Control and Optimization 3 SIAM Journal on Numerical Analysis 3 Acta Applicandae Mathematicae 3 Statistical Science 3 Algorithmica 3 Discrete & Computational Geometry 3 Applied Mathematics. Series B (English Edition) 3 Computational and Applied Mathematics 3 Bernoulli 3 Journal of the European Mathematical Society (JEMS) 3 Acta Mathematica Sinica. English Series 3 Comptes Rendus. Mathématique. Académie des Sciences, Paris 3 SIAM Journal on Applied Dynamical Systems 3 Journal of Industrial and Management Optimization 3 European Series in Applied and Industrial Mathematics (ESAIM): Mathematical Modelling and Numerical Analysis 3 GAMM-Mitteilungen 3 Mathematical Geosciences 3 Set-Valued and Variational Analysis 3 SIAM/ASA Journal on Uncertainty Quantification 2 Applicable Analysis 2 Computers and Fluids ...and 172 more Serials
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### Cited in 55 Fields

 674 Information and communication theory, circuits (94-XX) 454 Numerical analysis (65-XX) 399 Operations research, mathematical programming (90-XX) 230 Computer science (68-XX) 220 Statistics (62-XX) 141 Harmonic analysis on Euclidean spaces (42-XX) 120 Linear and multilinear algebra; matrix theory (15-XX) 100 Biology and other natural sciences (92-XX) 95 Probability theory and stochastic processes (60-XX) 82 Calculus of variations and optimal control; optimization (49-XX) 64 Approximations and expansions (41-XX) 58 Systems theory; control (93-XX) 53 Partial differential equations (35-XX) 48 Operator theory (47-XX) 45 Functional analysis (46-XX) 23 Combinatorics (05-XX) 22 Convex and discrete geometry (52-XX) 18 Fluid mechanics (76-XX) 17 Ordinary differential equations (34-XX) 17 Dynamical systems and ergodic theory (37-XX) 15 Optics, electromagnetic theory (78-XX) 15 Quantum theory (81-XX) 12 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 11 Integral transforms, operational calculus (44-XX) 10 Number theory (11-XX) 10 Geophysics (86-XX) 9 Integral equations (45-XX) 8 Mechanics of deformable solids (74-XX) 8 Statistical mechanics, structure of matter (82-XX) 7 Special functions (33-XX) 7 Abstract harmonic analysis (43-XX) 6 Differential geometry (53-XX) 5 Functions of a complex variable (30-XX) 4 Order, lattices, ordered algebraic structures (06-XX) 4 Algebraic geometry (14-XX) 3 General and overarching topics; collections (00-XX) 3 Geometry (51-XX) 3 Mechanics of particles and systems (70-XX) 3 Mathematics education (97-XX) 2 History and biography (01-XX) 2 Mathematical logic and foundations (03-XX) 2 Commutative algebra (13-XX) 2 Associative rings and algebras (16-XX) 2 Group theory and generalizations (20-XX) 2 Real functions (26-XX) 2 General topology (54-XX) 2 Classical thermodynamics, heat transfer (80-XX) 1 Field theory and polynomials (12-XX) 1 Nonassociative rings and algebras (17-XX) 1 Category theory; homological algebra (18-XX) 1 Topological groups, Lie groups (22-XX) 1 Difference and functional equations (39-XX) 1 Global analysis, analysis on manifolds (58-XX) 1 Relativity and gravitational theory (83-XX) 1 Astronomy and astrophysics (85-XX)