Justin Romberg

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All published works

Action	Title	Year	Authors
+	Algebraic Connectivity Under Site Percolation in Finite Weighted Graphs	2017	Sohail Bahmani Justin Romberg Prasad Tetali
+	Sampling and reconstruction in the 21st century	2017	Justin Romberg
+	Algebraic Connectivity Under Site Percolation in Finite Weighted Graphs	2016	Sohail Bahmani Justin Romberg Prasad Tetali
+	Algebraic Connectivity Under Site Percolation in Finite Weighted Graphs	2016	Sohail Bahmani Justin Romberg Prasad Tetali
+	Sketching for Simultaneously Sparse and Low-Rank Covariance Matrices	2015	Sohail Bahmani Justin Romberg
+	Compressive Deconvolution in Random Mask Imaging	2015	Sohail Bahmani Justin Romberg
+	Sketching for Simultaneously Sparse and Low-Rank Covariance Matrices	2015	Sohail Bahmani Justin Romberg
+	Near-Optimal Estimation of Simultaneously Sparse and Low-Rank Matrices from Nested Linear Measurements	2015	Sohail Bahmani Justin Romberg
+ PDF Chat	Superfast Tikhonov Regularization of Toeplitz Systems	2014	Christopher K. Turnes Doru C. Balcan Justin Romberg
+ PDF Chat	Sparse channel separation using random probes	2010	Justin Romberg Ramesh Neelamani
+ PDF Chat	Dynamic Updating for $\ell_{1}$ Minimization	2010	M. Salman Asif Justin Romberg
+ PDF Chat	Beyond Nyquist: Efficient Sampling of Sparse Bandlimited Signals	2010	Joel A. Tropp Jason N. Laska Marco F. Duarte Justin Romberg Richard G. Baraniuk
+ PDF	Imaging via Compressive Sampling	2008	Justin Romberg
+ PDF Chat	Sparsity and incoherence in compressive sampling	2007	Emmanuel J. Candès Justin Romberg
+ PDF	Robust Signal Recovery from Incomplete Observations	2006	Emmanuel J. Candès Justin Romberg
+ PDF Chat	Robust uncertainty principles: exact signal reconstruction from highly incomplete frequency information	2006	Emmanuel J. Candès Justin Romberg Terence Tao
+ PDF	Quantitative Robust Uncertainty Principles and Optimally Sparse Decompositions	2005	Emmanuel J. Candès Justin Romberg
+	Stable Signal Recovery from Incomplete and Inaccurate Measurements	2005	Emmanuel J. Candès Justin Romberg Terence Tao
+	Robust Uncertainty Principles: Exact Signal Reconstruction from Highly Incomplete Frequency Information	2004	Emmanuel J. Candès Justin Romberg Terence Tao
+	Quantitative Robust Uncertainty Principles and Optimally Sparse Decompositions	2004	Emmanuel J. Candès Justin Romberg

Common Coauthors

Coauthor	Papers Together
Emmanuel J. Candès	7
Sohail Bahmani	7
Terence Tao	3
Prasad Tetali	3
Jason N. Laska	1
Richard G. Baraniuk	1
Marco F. Duarte	1
Joel A. Tropp	1
Ramesh Neelamani	1
Doru C. Balcan	1
Christopher K. Turnes	1
M. Salman Asif	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+ PDF Chat	Near-Optimal Signal Recovery From Random Projections: Universal Encoding Strategies?	2006	Emmanuel J. Candès Terence Tao	12
+	Uncertainty principles and ideal atomic decomposition	2001	David L. Donoho Xiaoming Huo	9
+ PDF	Sparse representations in unions of bases	2003	Rémi Gribonval Morten Nielsen	8
+ PDF Chat	Robust uncertainty principles: exact signal reconstruction from highly incomplete frequency information	2006	Emmanuel J. Candès Justin Romberg Terence Tao	8
+	Compressed sensing	2006	David L. Donoho	6
+	Convex Optimization	2004	Stephen Boyd Lieven Vandenberghe	6
+ PDF	Stable signal recovery from incomplete and inaccurate measurements	2006	Emmanuel J. Candès Justin Romberg Terence Tao	6
+	Uncertainty Principles and Signal Recovery	1989	David L. Donoho Philip B. Stark	4
+ PDF	An uncertainty principle for cyclic groups of prime order	2005	Terence Tao	4
+ PDF	Sampling signals with finite rate of innovation	2002	Martin Vetterli Pina Marziliano Thierry Blu	4
+ PDF	A sharp concentration inequality with applications	2000	Stéphane Boucheron G�bor Lugosi Pascal Massart	4
+ PDF	Neighborliness of randomly projected simplices in high dimensions	2005	David L. Donoho Jared Tanner	3
+	Bregman Iterative Algorithms for $\ell_1$-Minimization with Applications to Compressed Sensing	2008	Wotao Yin Stanley Osher Donald Goldfarb Jérôme Darbon	3
+	Recovery of Blocky Images from Noisy and Blurred Data	1996	David C. Dobson Fadil Santosa	3
+	Spectrum-blind minimum-rate sampling and reconstruction of multiband signals	2002	Ping Feng Yoram Bresler	3
+	Convex Optimization	2004	Stephen Boyd Lieven Vandenberghe	3
+	Near-optimal sparse fourier representations via sampling	2002	Anna C. Gilbert Suvajyoti Guha Piotr Indyk S. Muthukrishnan Michael Strauss	3
+ PDF Chat	Sparse reconstruction by convex relaxation: Fourier and Gaussian measurements	2006	Mark Rudelson Roman Vershynin	3
+ PDF Chat	Decoding by Linear Programming	2005	Emmanuel J. Candès Terence Tao	3
+	Fixed-Point Continuation for $\ell_1$-Minimization: Methodology and Convergence	2008	Elaine Hale Wotao Yin Yin Zhang	3
+	Numerical methods for least squares problems	1996	Åke Björck	2
+	Concentration of the adjacency matrix and of the Laplacian in random graphs with independent edges	2009	Roberto I. Oliveira	2
+	Numerical Methods for Least Squares Problems	1996	Åke Björck	2
+	On sparse reconstruction from Fourier and Gaussian measurements	2007	Mark Rudelson Roman Vershynin	2
+	For most large underdetermined systems of linear equations the minimal 𝓁<sub>1</sub>‐norm solution is also the sparsest solution	2006	David L. Donoho	2
+	Sparse reconstruction by convex relaxation: Fourier and Gaussian measurements	2006	Mark Rudelson Roman Vershynin	2
+ PDF	The Dantzig selector: Statistical estimation when p is much larger than n	2007	Emmanuel J. Candès Terence Tao	2
+	Compressive Sensing with structured random matrices	2010	Holger Rauhut	2
+ PDF Chat	NESTA: A Fast and Accurate First-Order Method for Sparse Recovery	2011	Stephen Becker J. Bobin Emmanuel J. Candès	2
+	CoSaMP: Iterative signal recovery from incomplete and inaccurate samples	2008	Deanna Needell Joel A. Tropp	2
+ PDF	A Simple Proof of the Restricted Isometry Property for Random Matrices	2008	Richard G. Baraniuk Mark A. Davenport Ronald DeVore Michael B. Wakin	2
+	Noiselets	2001	Ronald R. Coifman Frank Geshwind Yves Meyer	2
+ PDF Chat	High-Resolution Radar via Compressed Sensing	2009	M.A. Herman Thomas Strohmer	2
+ PDF	On the conditioning of random subdictionaries	2007	Joel A. Tropp	2
+ PDF Chat	Sparsity and incoherence in compressive sampling	2007	Emmanuel J. Candès Justin Romberg	2
+ PDF	Monotone Convergence of Binomial Probabilities and a Generalization of Ramanujan's Equation	1968	Kumar Jogdeo Stephen M. Samuels	2
+ PDF	Quantitative Robust Uncertainty Principles and Optimally Sparse Decompositions	2005	Emmanuel J. Candès Justin Romberg	2
+ PDF	High-Dimensional Centrally Symmetric Polytopes with Neighborliness Proportional to Dimension	2005	David L. Donoho	1
+	Random Vectors in the Isotropic Position	1999	Mark Rudelson	1
+	Second-order cone programming	2003	Farid Alizadeh Donald Goldfarb	1
+ PDF	Probability in Banach Spaces	1976	Anatole Beck	1
+ PDF	The best constants in the Khintchine inequality	1981	Uffe Haagerup	1
+ PDF	Logarithmic Sobolev Inequalities and Concentration of Measure for Convex Functions and Polynomial Chaoses	2005	Radosław Adamczak	1
+ PDF	Norms of random submatrices and sparse approximation	2008	Joel A. Tropp	1
+	Signal Recovery and the Large Sieve	1992	David L. Donoho B. F. Logan	1
+	A Stabilized Superfast Solver for Nonsymmetric Toeplitz Systems	2001	Marc Van Barel Georg Heinig Peter Kravanja	1
+ PDF	Necessary density conditions for sampling and interpolation of certain entire functions	1967	H. J. Landau	1
+	Efficient Compressive Phase Retrieval with Constrained Sensing Vectors	2015	Sohail Bahmani Justin Romberg	1
+	Superfast Solution of Real Positive Definite Toeplitz Systems	1988	Gregory S. Ammar William B. Gragg	1
+ PDF	Decoupling: from dependence to independence	1999	Evarist Giné De La Pena .G Victor de la Peña	1