zbMATH — the first resource for mathematics

Romberg, Justin K.

Compute Distance To:
 Author ID: romberg.justin-k Published as: Romberg, Justin; Romberg, Justin K.
 Documents Indexed: 36 Publications since 2006
all top 5

Co-Authors

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

Serials

 7 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 1 Communications on Pure and Applied Mathematics 1 IEEE Transactions on Automatic Control 1 Journal of Scientific Computing 1 IEEE Transactions on Image Processing 1 Journal of Machine Learning Research (JMLR) 1 Electronic Journal of Statistics 1 SIAM Journal on Mathematics of Data Science
all top 5

Fields

 25 Information and communication theory, circuits (94-XX) 9 Numerical analysis (65-XX) 9 Operations research, mathematical programming (90-XX) 5 Linear and multilinear algebra; matrix theory (15-XX) 5 Statistics (62-XX) 4 Harmonic analysis on Euclidean spaces (42-XX) 4 Computer science (68-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) 1 Systems theory; control (93-XX)

Citations contained in zbMATH Open

26 Publications have been cited 1,648 times in 1,236 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
Compressive sensing by random convolution. Zbl 1176.94017
Romberg, Justin
2009
Restricted isometries for partial random circulant matrices. Zbl 1245.15040
Rauhut, Holger; Romberg, Justin; Tropp, Joel A.
2012
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
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
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
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
Sparse channel separation using random probes. Zbl 1216.94041
Romberg, Justin; Neelamani, Ramesh
2010
Errata: Quantitative robust uncertainty principles and optimally sparse decompositions. Zbl 1142.94317
Candès, Emmanuel J.; Romberg, Justin
2007
Compressed subspace matching on the continuum. Zbl 1380.94059
Mantzel, William; Romberg, Justin
2015
Convex cardinal shape composition. Zbl 1352.68260
Aghasi, Alireza; Romberg, Justin
2015
Finite-time performance of distributed temporal-difference learning with linear function approximation. Zbl 07368789
Doan, Thinh T.; Maguluri, Siva Theja; Romberg, Justin
2021
Finite-time performance of distributed temporal-difference learning with linear function approximation. Zbl 07368789
Doan, Thinh T.; Maguluri, Siva Theja; Romberg, Justin
2021
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
Compressed subspace matching on the continuum. Zbl 1380.94059
Mantzel, William; Romberg, Justin
2015
Convex cardinal shape composition. Zbl 1352.68260
Aghasi, Alireza; 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
all top 5

Cited by 2,231 Authors

 27 Rauhut, Holger 17 Krahmer, Felix 13 Cai, Jian-Feng 13 Kutyniok, Gitta 13 Li, Song 12 Candès, Emmanuel J. 12 Fornasier, Massimo 12 Needell, Deanna 12 Osher, Stanley Joel 12 Xiu, Naihua 11 Saab, Rayan 10 Iwen, Mark A. 10 Lou, Yifei 10 Wei, Ke 9 Chen, Wengu 9 Kong, Lingchen 9 Ma, Shiqian 9 Peng, Jigen 9 Xu, Yuesheng 8 Baraniuk, Richard G. 8 Hou, Thomas Yizhao 8 Kutz, J. Nathan 8 Romberg, Justin K. 8 Shen, Lixin 8 Tropp, Joel A. 8 Vybíral, Jan 7 Adcock, Ben 7 Calderbank, Arthur Robert 7 DeVore, Ronald A. 7 Foucart, Simon 7 Hansen, Anders C. 7 Mendelson, Shahar 7 Poon, Clarice 7 Schaeffer, Hayden 7 Shi, Zuoqiang 7 Wakin, Michael B. 7 Zhao, Yunbin 6 Aldroubi, Akram 6 Boyd, Stephen Poythress 6 Brugiapaglia, Simone 6 Brunton, Steven L. 6 Chandrasekaran, Venkat 6 Dirksen, Sjoerd 6 Doostan, Alireza 6 Goldfarb, Donald 6 Jacques, Laurent 6 Lin, Guang 6 Lu, Xiliang 6 Shen, Zuowei 6 Xiao, Yunhai 5 Bahmani, Sohail 5 Burger, Martin 5 Davenport, Mark A. 5 De Castro, Yohann 5 Dossal, Charles 5 Eftekhari, Armin 5 Fageot, Julien 5 Fu, Fangwei 5 Gao, Yi 5 Gelb, Anne 5 Gribonval, Rémi 5 Hampton, Jerrad 5 Jiao, Yuling 5 Lin, Junhong 5 Lu, Zhaosong 5 Niu, Minyao 5 Peyré, Gabriel 5 Recht, Benjamin 5 Schnass, Karin 5 Schönlieb, Carola-Bibiane 5 Stanković, Ljubiša 5 Strohmer, Thomas 5 Tanner, Jared W. 5 Unser, Michael A. 5 Wang, Jianjun 5 Xin, Jack X. 5 Yu, Yongchao 5 Yue, Shigang 5 Zhang, Xiaoqun 5 Zhou, Shenglong 4 Aubert, Gilles 4 Blanc-Féraud, Laure 4 Boufounos, Petros T. 4 Bredies, Kristian 4 Cheng, Lizhi 4 Daković, Miloš 4 Daubechies, Ingrid Chantal 4 Fadili, Jalal M. 4 Fernandez-Granda, Carlos 4 Ge, HuanMin 4 Güntürk, Cemalettin Sinan 4 Guo, Ling 4 Kueng, Richard 4 Li, Shidong 4 Ljung, Lennart 4 Loris, Ignace 4 Mixon, Dustin G. 4 Morigi, Serena 4 Ohlsson, Henrik 4 Pajor, Alain ...and 2,131 more Authors
all top 5

Cited in 249 Serials

 114 Applied and Computational Harmonic Analysis 45 SIAM Journal on Imaging Sciences 44 Mathematical Problems in Engineering 35 Inverse Problems 34 Foundations of Computational Mathematics 24 Computational Optimization and Applications 24 The Journal of Fourier Analysis and Applications 22 Journal of Scientific Computing 21 Linear Algebra and its Applications 20 Computational & Mathematical Methods in Medicine 19 Journal of Computational Physics 19 The Annals of Statistics 19 SIAM Journal on Scientific Computing 18 Mathematical Programming. Series A. Series B 18 Journal of Mathematical Imaging and Vision 17 Multidimensional Systems and Signal Processing 17 Journal of Machine Learning Research (JMLR) 16 Circuits, Systems, and Signal Processing 15 SIAM Journal on Optimization 14 Journal of Computational and Applied Mathematics 13 Applied Mathematics and Computation 13 Journal of Optimization Theory and Applications 12 Automatica 12 International Journal of Wavelets, Multiresolution and Information Processing 12 Inverse Problems in Science and Engineering 12 Science China. Mathematics 12 Information and Inference 11 Constructive Approximation 11 Inverse Problems and Imaging 11 Science China. Information Sciences 10 Computer Methods in Applied Mechanics and Engineering 10 Journal of Complexity 10 Signal Processing 10 Advances in Computational Mathematics 9 Journal of Approximation Theory 9 Applied Numerical Mathematics 9 Journal of Applied Mathematics 8 Information Sciences 8 Journal of the Operations Research Society of China 7 Computers & Mathematics with Applications 7 Communications on Pure and Applied Mathematics 7 Mathematics of Computation 7 SIAM Journal on Matrix Analysis and Applications 7 Neural Computation 7 Numerical Algorithms 7 Pattern Recognition 7 Optimization Methods & Software 7 Chaos 7 Multiscale Modeling & Simulation 7 Electronic Journal of Statistics 6 Journal of the Franklin Institute 6 Journal of Mathematical Analysis and Applications 6 Neural Networks 6 Machine Learning 6 Analysis and Applications (Singapore) 6 Optimization Letters 6 Mathematical Programming Computation 5 Numerische Mathematik 5 SIAM Journal on Applied Mathematics 5 Abstract and Applied Analysis 5 Journal of Inequalities and Applications 4 Journal of Functional Analysis 4 Mathematics of Operations Research 4 Theoretical Computer Science 4 Journal of Global Optimization 4 Proceedings of the National Academy of Sciences of the United States of America 4 SIAM Journal on Mathematical Analysis 4 Journal of Inverse and Ill-Posed Problems 4 Discrete Dynamics in Nature and Society 4 Mathematical Biosciences and Engineering 4 Algorithms 4 SIAM Journal on Applied Algebra and Geometry 3 Journal of Multivariate Analysis 3 SIAM Journal on Numerical Analysis 3 Acta Applicandae Mathematicae 3 Statistical Science 3 Algorithmica 3 Discrete & Computational Geometry 3 SIAM Review 3 Applied Mathematics. Series B (English Edition) 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 GAMM-Mitteilungen 3 Mathematical Geosciences 3 Journal of Theoretical Biology 3 SIAM/ASA Journal on Uncertainty Quantification 3 Proceedings of the Royal Society of London. A. Mathematical, Physical and Engineering Sciences 2 Applicable Analysis 2 Computer Physics Communications 2 Discrete Applied Mathematics 2 Israel Journal of Mathematics 2 Journal of Mathematical Physics 2 Mathematical Methods in the Applied Sciences 2 Mathematical Notes 2 Calcolo 2 Journal of the American Statistical Association 2 SIAM Journal on Control and Optimization 2 Computer Aided Geometric Design ...and 149 more Serials
all top 5

Cited in 55 Fields

 617 Information and communication theory, circuits (94-XX) 414 Numerical analysis (65-XX) 347 Operations research, mathematical programming (90-XX) 201 Statistics (62-XX) 194 Computer science (68-XX) 127 Harmonic analysis on Euclidean spaces (42-XX) 109 Linear and multilinear algebra; matrix theory (15-XX) 92 Probability theory and stochastic processes (60-XX) 90 Biology and other natural sciences (92-XX) 73 Calculus of variations and optimal control; optimization (49-XX) 56 Approximations and expansions (41-XX) 52 Systems theory; control (93-XX) 47 Partial differential equations (35-XX) 42 Functional analysis (46-XX) 42 Operator theory (47-XX) 21 Combinatorics (05-XX) 21 Convex and discrete geometry (52-XX) 15 Dynamical systems and ergodic theory (37-XX) 15 Quantum theory (81-XX) 13 Fluid mechanics (76-XX) 12 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 11 Ordinary differential equations (34-XX) 11 Geophysics (86-XX) 10 Number theory (11-XX) 10 Optics, electromagnetic theory (78-XX) 9 Integral transforms, operational calculus (44-XX) 8 Integral equations (45-XX) 8 Mechanics of deformable solids (74-XX) 7 Special functions (33-XX) 7 Abstract harmonic analysis (43-XX) 5 Functions of a complex variable (30-XX) 5 Differential geometry (53-XX) 4 Mechanics of particles and systems (70-XX) 4 Statistical mechanics, structure of matter (82-XX) 3 General and overarching topics; collections (00-XX) 3 Order, lattices, ordered algebraic structures (06-XX) 3 Algebraic geometry (14-XX) 3 Geometry (51-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 Real functions (26-XX) 2 Mathematics education (97-XX) 1 Field theory and polynomials (12-XX) 1 Nonassociative rings and algebras (17-XX) 1 Category theory; homological algebra (18-XX) 1 Group theory and generalizations (20-XX) 1 Topological groups, Lie groups (22-XX) 1 Difference and functional equations (39-XX) 1 General topology (54-XX) 1 Global analysis, analysis on manifolds (58-XX) 1 Classical thermodynamics, heat transfer (80-XX) 1 Relativity and gravitational theory (83-XX) 1 Astronomy and astrophysics (85-XX)