Junan Zhu

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All published works

Action	Title	Year	Authors
+ PDF Chat	Noisy Pooled PCR for Virus Testing	2020	Junan Zhu Kristina R. Rivera Dror Baron
+	Noisy Pooled PCR for Virus Testing	2020	Junan Zhu Kristina R. Rivera Dror Baron
+	Noisy Pooled PCR for Virus Testing	2020	Junan Zhu Kristina R. Rivera Dror Baron
+	Performance Limits With Additive Error Metrics in Noisy Multimeasurement Vector Problems	2018	Junan Zhu Dror Baron
+	Generalized Geometric Programming for Rate Allocation in Consensus	2017	Ryan Pilgrim Junan Zhu Dror Baron Waheed U. Bajwa
+ PDF Chat	Generalized geometric programming for rate allocation in consensus	2017	Ryan Pilgrim Junan Zhu Dror Baron Waheed U. Bajwa
+ PDF Chat	An overview of multi-processor approximate message passing	2017	Junan Zhu Ryan Pilgrim Dror Baron
+	Statistical Physics and Information Theory Perspectives on Linear Inverse Problems	2017	Junan Zhu
+	An Overview of Multi-Processor Approximate Message Passing	2017	Junan Zhu Ryan Pilgrim Dror Baron
+	Generalized Geometric Programming for Rate Allocation in Consensus	2017	Ryan Pilgrim Junan Zhu Dror Baron Waheed U. Bajwa
+ PDF Chat	Performance Limits for Noisy Multimeasurement Vector Problems	2016	Junan Zhu Dror Baron Florent Krząkała
+ PDF Chat	Approximate Message Passing Algorithm With Universal Denoising and Gaussian Mixture Learning	2016	Yanting Ma Junan Zhu Dror Baron
+ PDF Chat	Performance trade-offs in multi-processor approximate message passing	2016	Junan Zhu Ahmad Beirami Dror Baron
+ PDF Chat	Multi-processor approximate message passing using lossy compression	2016	Puxiao Han Junan Zhu Ruixin Niu Dror Baron
+	Multi-Processor Approximate Message Passing Using Lossy Compression	2016	Puxiao Han Junan Zhu Ruixin Niu Dror Baron
+	Optimal Trade-offs in Multi-Processor Approximate Message Passing	2016	Junan Zhu Dror Baron Ahmad Beirami
+	Recovery From Linear Measurements With Complexity-Matching Universal Signal Estimation	2015	Junan Zhu Dror Baron Marco F. Duarte
+	Compressed Sensing via Universal Denoising and Approximate Message Passing	2014	Yanting Ma Junan Zhu Dror Baron
+ PDF Chat	Performance regions in compressed sensing from noisy measurements	2013	Junan Zhu Dror Baron
+	Performance Regions in Compressed Sensing from Noisy Measurements	2013	Junan Zhu Dror Baron
+	Complexity-Matching Universal Signal Estimation in Compressed Sensing	2012	Junan Zhu Dror Baron Marco F. Duarte
+	Recovery from Linear Measurements with Complexity-Matching Universal Signal Estimation	2012	Junan Zhu Dror Baron Marco F. Duarte

Common Coauthors

Coauthor	Papers Together
Dror Baron	21
Ryan Pilgrim	5
Kristina R. Rivera	3
Marco F. Duarte	3
Waheed U. Bajwa	3
Puxiao Han	2
Yanting Ma	2
Ahmad Beirami	2
Ruixin Niu	2
Florent Krza̧kała	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+ PDF Chat	Robust uncertainty principles: exact signal reconstruction from highly incomplete frequency information	2006	Emmanuel J. Candès Justin Romberg Terence Tao	15
+	Message-passing algorithms for compressed sensing	2009	David L. Donoho Arian Maleki Andrea Montanari	14
+ PDF Chat	Generalized approximate message passing for estimation with random linear mixing	2011	Sundeep Rangan	13
+ PDF Chat	The Dynamics of Message Passing on Dense Graphs, with Applications to Compressed Sensing	2011	Mohsen Bayati Andrea Montanari	13
+ PDF Chat	Signal Estimation With Additive Error Metrics in Compressed Sensing	2013	Jin Tan Danielle Carmon Dror Baron	11
+ PDF Chat	Graphical models concepts in compressed sensing	2012	Andrea Montanari	9
+ PDF Chat	Randomly Spread CDMA: Asymptotics Via Statistical Physics	2005	Dongning Guo Sergio Verdú	9
+ PDF Chat	Bayesian Compressive Sensing Via Belief Propagation	2009	Dror Baron Shriram Sarvotham Richard G. Baraniuk	9
+ PDF Chat	Probabilistic reconstruction in compressed sensing: algorithms, phase diagrams, and threshold achieving matrices	2012	Florent Krząkała Marc Mézard François Sausset Yifan Sun Lenka Zdeborová	9
+ PDF Chat	Performance regions in compressed sensing from noisy measurements	2013	Junan Zhu Dror Baron	8
+ PDF Chat	Expectation-Maximization Gaussian-Mixture Approximate Message Passing	2013	Jeremy Vila Philip Schniter	8
+ PDF Chat	Compressive Imaging via Approximate Message Passing With Image Denoising	2015	Jin Tan Yanting Ma Dror Baron	8
+	Compressed sensing	2006	David L. Donoho	8
+ PDF Chat	Distributed Compressed Sensing for Static and Time-Varying Networks	2014	Stacy Patterson Yonina C. Eldar Idit Keidar	7
+	Signal Reconstruction From Noisy Random Projections	2006	Jarvis Haupt Robert D. Nowak	7
+ PDF Chat	Distributed Basis Pursuit	2012	João F. C. Mota João Xavier Pedro M. Q. Aguiar Markus Püschel	7
+ PDF Chat	Approximate Message Passing Algorithm With Universal Denoising and Gaussian Mixture Learning	2016	Yanting Ma Junan Zhu Dror Baron	6
+ PDF Chat	Distributed iterative thresholding for ℓ<sub>0</sub>/ℓ<sub>1</sub>-regularized linear inverse problems	2015	Chiara Ravazzi Sophie M. Fosson Enrico Magli	6
+ PDF Chat	Accurate Prediction of Phase Transitions in Compressed Sensing via a Connection to Minimax Denoising	2013	David L. Donoho Iain M. Johnstone Andrea Montanari	6
+	CoSaMP: Iterative signal recovery from incomplete and inaccurate samples	2008	Deanna Needell Joel A. Tropp	6
+ PDF Chat	Performance trade-offs in multi-processor approximate message passing	2016	Junan Zhu Ahmad Beirami Dror Baron	6
+ PDF Chat	Optimal Phase Transitions in Compressed Sensing	2012	Yihong Wu Sergio Verdú	6
+	An Introduction to Kolmogorov Complexity and Its Applications	2019	Ming Li Paul Vitányi	6
+ PDF Chat	The Simplest Solution to an Underdetermined System of Linear Equations	2006	David L. Donoho Hossein Kakavand J. Mammen	6
+ PDF Chat	Minimum Complexity Pursuit for Universal Compressed Sensing	2014	Shirin Jalali Arian Maleki Richard G. Baraniuk	6
+ PDF Chat	Message passing algorithms for compressed sensing: I. motivation and construction	2010	David L. Donoho Arian Maleki Andrea Montanari	6
+ PDF Chat	Two-Part Reconstruction With Noisy-Sudocodes	2014	Yanting Ma Dror Baron Deanna Needell	4
+ PDF Chat	Approximate Message Passing With Consistent Parameter Estimation and Applications to Sparse Learning	2014	Ulugbek S. Kamilov Sundeep Rangan Alyson K. Fletcher Michaël Unser	4
+ PDF Chat	Estimating the Dimension of a Model	1978	Gideon Schwarz	4
+	Multi-Processor Approximate Message Passing Using Lossy Compression	2016	Puxiao Han Junan Zhu Ruixin Niu Dror Baron	4
+ PDF Chat	Asymptotic Analysis of MAP Estimation via the Replica Method and Applications to Compressed Sensing	2012	Sundeep Rangan Alyson K. Fletcher Vivek K Goyal	4
+ PDF Chat	Bilinear Generalized Approximate Message Passing—Part I: Derivation	2014	Jason T. Parker Philip Schniter Volkan Cevher	4
+ PDF Chat	An MCMC Approach to Universal Lossy Compression of Analog Sources	2012	Dror Baron Tsachy Weissman	4
+ PDF Chat	Rate-distortion via Markov chain Monte Carlo	2008	Shirin Jalali Tsachy Weissman	4
+ PDF Chat	Statistical-Physics-Based Reconstruction in Compressed Sensing	2012	Florent Krząkała Marc Mézard François Sausset Yifan Sun Lenka Zdeborová	4
+	Compressed sensing with coherent and redundant dictionaries	2010	Emmanuel J. Candès Yonina C. Eldar Deanna Needell Paige Randall	4
+	Computing Machinery and Intelligence (1950)	2004	Alan Turing	4
+ PDF Chat	An MDL Framework for Sparse Coding and Dictionary Learning	2012	Ignacio Ramírez Guillermo Sapiro	4
+ PDF Chat	Normal-Boundary Intersection: A New Method for Generating the Pareto Surface in Nonlinear Multicriteria Optimization Problems	1998	Indraneel Das J. E. Dennis	4
+ PDF Chat	Estimation with random linear mixing, belief propagation and compressed sensing	2010	Sundeep Rangan	4
+	Performance Regions in Compressed Sensing from Noisy Measurements	2013	Junan Zhu Dror Baron	4
+	Stochastic Relaxation, Gibbs Distributions, and the Bayesian Restoration of Images	1984	Stuart Geman Donald Geman	4
+ PDF Chat	Improving M-SBL for Joint Sparse Recovery Using a Subspace Penalty	2015	Jong Chul Ye Jong Min Kim Yoram Bresler	3
+ PDF Chat	Adaptive damping and mean removal for the generalized approximate message passing algorithm	2015	Jeremy Vila Philip Schniter Sundeep Rangan Florent Krząkała Lenka Zdeborová	3
+ PDF Chat	Mismatched estimation in large linear systems	2015	Yanting Ma Dror Baron Ahmad Beirami	3
+ PDF Chat	Distributed sparse signal recovery for sensor networks	2013	Stacy Patterson Yonina C. Eldar Idit Keidar	3
+ PDF Chat	Universal Regularizers for Robust Sparse Coding and Modeling	2012	Ignacio Ramírez Guillermo Sapiro	3
+	Supervised Dictionary Learning	2008	Julien Mairal Jean Ponce Guillermo Sapiro Andrew Zisserman Francis R. Bach	3
+	Statistical Physics and Information Theory Perspectives on Linear Inverse Problems	2017	Junan Zhu	3
+ PDF Chat	Reduce and Boost: Recovering Arbitrary Sets of Jointly Sparse Vectors	2008	Moshe Mishali Yonina C. Eldar	3