Weiyu Xu

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All published works

Action	Title	Year	Authors
+ PDF Chat	Towards unlocking the mystery of adversarial fragility of neural networks	2024	Jingchao Gao Raghu C. Mudumbai Xiaodong Wu Jirong Yi Catherine Xu Hui Xie Weiyu Xu
+ PDF Chat	Optimal Cost Constrained Adversarial Attacks for Multiple Agent Systems	2024	Ziqing Lu Guanlin Liu Lifeng Lai Weiyu Xu
+ PDF Chat	Linear Progressive Coding for Semantic Communication using Deep Neural Networks	2024	Eva Riherd Raghu Mudumbai Weiyu Xu
+ PDF Chat	Camouflage Adversarial Attacks on Multiple Agent Systems	2024	Ziqing Lu Guanlin Liu Lifeng Lai Weiyu Xu
+ PDF Chat	Outlier Detection Using Generative Models with Theoretical Performance Guarantees	2024	Jirong Yi Jingchao Gao Tianming Wang Xiaodong Wu Weiyu Xu
+ PDF Chat	Trust, but Verify: Robust Image Segmentation using Deep Learning	2023	Fahim Zaman Xiaodong Wu Weiyu Xu Milan Sonka Raghuraman Mudumbai
+ PDF Chat	Distributed Dual Coordinate Ascent With Imbalanced Data on a General Tree Network	2023	Myung Cho Lifeng Lai Weiyu Xu
+	Optimal Compression for Minimizing Classification Error Probability: An Information-Theoretic Approach	2023	Jingchao Gao Ao Tang Weiyu Xu
+ PDF Chat	Separation-free super-resolution from compressed measurements is possible: an orthonormal atomic norm minimization approach	2023	Jirong Yi Soura Dasgupta Jian‐Feng Cai Mathews Jacob Jingchao Gao Myung Cho Weiyu Xu
+	Outlier Detection Using Generative Models with Theoretical Performance Guarantees	2023	Jirong Yi Anh Duc Le Tianming Wang Xiaodong Wu Weiyu Xu
+	To AI or not to AI, to Buy Local or not to Buy Local: A Mathematical Theory of Real Price	2023	Huan Cai Catherine Xu Weiyu Xu
+ PDF Chat	To AI or not to AI, to Buy Local or not to Buy Local: A Mathematical Theory of Real Price	2023	Huan Cai Catherine Xu Weiyu Xu
+	Distributed Dual Coordinate Ascent with Imbalanced Data on a General Tree Network	2023	Myung Cho Lifeng Lai Weiyu Xu
+	Linear Progressive Coding for Semantic Communication using Deep Neural Networks	2023	Eva Riherd Raghu Mudumbai Weiyu Xu
+	Trust, but Verify: Robust Image Segmentation using Deep Learning	2023	Fahim Zaman Xiaodong Wu Weiyu Xu Milan Sonka Raghuraman Mudumbai
+	Optimal Cost Constrained Adversarial Attacks For Multiple Agent Systems	2023	Ziqing Lu Guanlin Liu Lifeng Cai Weiyu Xu
+	Optimal Compression for Minimizing Classification Error Probability: an Information-Theoretic Approach	2022	Jingchao Gao Antony Tang Weiyu Xu
+ PDF Chat	Distributed Dual Coordinate Ascent in General Tree Networks and Communication Network Effect on Synchronous Machine Learning	2021	Myung Cho Lifeng Lai Weiyu Xu
+ PDF Chat	Derivation of Information-Theoretically Optimal Adversarial Attacks with Applications to Robust Machine Learning	2020	Jirong Yi Raghu C. Mudumbai Weiyu Xu
+	Necessary and Sufficient Null Space Condition for Nuclear Norm Minimization in Low-Rank Matrix Recovery	2020	Jirong Yi Weiyu Xu
+	Do Deep Minds Think Alike? Selective Adversarial Attacks for Fine-Grained Manipulation of Multiple Deep Neural Networks	2020	Zain Khan Jirong Yi Raghu Mudumbai Xiaodong Wu Weiyu Xu
+	Low-Cost and High-Throughput Testing of COVID-19 Viruses and Antibodies via Compressed Sensing: System Concepts and Computational Experiments	2020	Jirong Yi Raghu Mudumbai Weiyu Xu
+	Derivation of Information-Theoretically Optimal Adversarial Attacks with Applications to Robust Machine Learning	2020	Jirong Yi Raghu Mudumbai Weiyu Xu
+ PDF Chat	An Information-Theoretic Explanation for the Adversarial Fragility of AI Classifiers	2019	Hui Xie Jirong Yi Weiyu Xu Raghu Mudumbai
+ PDF Chat	Fast Single Image Reflection Suppression via Convex Optimization	2019	Yang Yang Wenye Ma Yin Zheng Jian‐Feng Cai Weiyu Xu
+	An Information-Theoretic Explanation for the Adversarial Fragility of AI Classifiers	2019	Hui Xie Jirong Yi Weiyu Xu Raghu Mudumbai
+	Fast Single Image Reflection Suppression via Convex Optimization	2019	Yang Yang Wenye Ma Yin Zheng Jian‐Feng Cai Weiyu Xu
+	Trust but Verify: An Information-Theoretic Explanation for the Adversarial Fragility of Machine Learning Systems, and a General Defense against Adversarial Attacks	2019	Jirong Yi Hui Xie Leixin Zhou Xiaodong Wu Weiyu Xu Raghuraman Mudumbai
+	How did Donald Trump Surprisingly Win the 2016 United States Presidential Election? an Information-Theoretic Perspective (Clean Sensing for Big Data Analytics: Optimal Strategies, Estimation Error Bounds Tighter than the Cramér-Rao Bound).	2018	Weiyu Xu Lifeng Lai M. Amin Khajehnejad
+ PDF Chat	Symbol Error Rate Performance of Box-Relaxation Decoders in Massive MIMO	2018	Christos Thrampoulidis Weiyu Xu Babak Hassibi
+	MSE-optimal 1-bit Precoding for Multiuser MIMO via Branch and Bound	2018	Sven Jacobsson Weiyu Xu Giuseppe Durisi Christoph Studer
+ PDF Chat	Mse-Optimal 1-Bit Precoding for Multiuser Mimo Via Branch and Bound	2018	Sven Jacobsson Weiyu Xu Giuseppe Durisi Christoph Studer
+ PDF Chat	Computable performance guarantees for compressed sensing matrices	2018	Myung Cho Kumar Vijay Mishra Weiyu Xu
+	Necessary and Sufficient Null Space Condition for Nuclear Norm Minimization in Low-Rank Matrix Recovery	2018	Jirong Yi Weiyu Xu
+	How did Donald Trump Surprisingly Win the 2016 United States Presidential Election? an Information-Theoretic Perspective (Clean Sensing for Big Data Analytics:Optimal Strategies,Estimation Error Bounds Tighter than the Cramér-Rao Bound)	2018	Weiyu Xu Lifeng Lai Amin Khajehnejad
+	MSE-optimal 1-bit Precoding for Multiuser MIMO via Branch and Bound	2018	Sven Jacobsson Weiyu Xu Giuseppe Durisi Christoph Studer
+	Outlier Detection using Generative Models with Theoretical Performance Guarantees	2018	Jirong Yi Anh Duc Le Tianming Wang Xiaodong Wu Weiyu Xu
+ PDF Chat	Fast dose optimization for rotating shield brachytherapy	2017	Myung Cho Xiaodong Wu Hossein Dadkhah Jirong Yi Ryan T. Flynn Yusung Kim Weiyu Xu
+	Network Constrained Distributed Dual Coordinate Ascent for Machine Learning.	2017	Myung Cho Lifeng Lai Weiyu Xu
+	Communication-Efficient Distributed Dual Coordinate Ascent for Machine Learning in General Tree Networks	2017	Myung Cho Lifeng Lai Weiyu Xu
+ PDF Chat	Large scale 2D spectral compressed sensing in continuous domain	2017	Jian‐Feng Cai Weiyu Xu Yang Yang
+	Identifying correlated components in high-dimensional multivariate Gaussian models	2017	Jun Geng Weiyu Xu Lifeng Lai
+ PDF Chat	Phaseless super-resolution in the continuous domain	2017	Myung Cho Christos Thrampoulidis Weiyu Xu Babak Hassibi
+	Separation-Free Super-Resolution from Compressed Measurements is Possible: an Orthonormal Atomic Norm Minimization Approach	2017	Weiyu Xu Jirong Yi Soura Dasgupta Jian‐Feng Cai Mathews Jacob Myung Cho
+	Distributed Dual Coordinate Ascent in General Tree Networks and Communication Network Effect on Synchronous Machine Learning	2017	Myung Cho Lifeng Lai Weiyu Xu
+ PDF Chat	Distributed Channel Estimation and Pilot Contamination Analysis for Massive MIMO-OFDM Systems	2016	Alam Zaib Mudassir Masood Anum Ali Weiyu Xu Tareq Y. Al-Naffouri
+ PDF Chat	Efficient optimal joint channel estimation and data detection for massive MIMO systems	2016	Haider Ali Jasim Alshamary Weiyu Xu
+	New Algorithms for Verifying the Null Space Condition in Compressed Sensing	2016	Myung Cho Kumar Vijay Mishra Weiyu Xu
+	Robust recovery of complex exponential signals from random Gaussian projections via low rank Hankel matrix reconstruction	2016	Jian‐Feng Cai Xiaobo Qu Weiyu Xu Gui–Bo Ye
+ PDF Chat	Ber analysis of the box relaxation for BPSK signal recovery	2016	Christos Thrampoulidis Ehsan Abbasi Weiyu Xu Babak Hassibi
+ PDF Chat	Precise phase transition of total variation minimization	2016	Bingwen Zhang Weiyu Xu Jian‐Feng Cai Lifeng Lai
+	Compressed Hypothesis Testing: To Mix or Not to Mix?	2016	Weiyu Xu Lifeng Lai
+	Efficient Optimal Joint Channel Estimation and Data Detection for Massive MIMO Systems	2016	Haider Ali Jasim Alshamary Weiyu Xu
+	Phaseless super-resolution in the continuous domain	2016	Myung Cho Christos Thrampoulidis Weiyu Xu Babak Hassibi
+	Computable performance guarantees for compressed sensing matrices	2016	Myung Cho Kumar Vijay Mishra Weiyu Xu
+	L-INFINITY BLIND DECONVOLUTION FOR THE GENERALIZED AR MODEL	2015	M. Kaveh Weiyu Xu
+	BER Analysis of the box relaxation for BPSK Signal Recovery	2015	Christos Thrampoulidis Ehsan Abbasi Weiyu Xu Babak Hassibi
+	Detection of correlated components in multivariate Gaussian models	2015	Jun Geng Weiyu Xu Lifeng Lai
+ PDF Chat	Block Iterative Reweighted Algorithms for Super-Resolution of Spectrally Sparse Signals	2015	Myung Cho Kumar Vijay Mishra Jian‐Feng Cai Weiyu Xu
+ PDF Chat	Optimal non-coherent data detection for massive SIMO wireless systems: A polynomial complexity solution	2015	Haider Ali Jasim Alshamary Tareq Y. Al-Naffouri Alam Zaib Weiyu Xu
+	Distributed Channel Estimation and Pilot Contamination Analysis for Massive MIMO-OFDM Systems	2015	Alam Zaib Mudassir Masood Anum Ali Weiyu Xu Tareq Y. Al-Naffouri
+ PDF Chat	Spectral Super-Resolution With Prior Knowledge	2015	Kumar Vijay Mishra Myung Cho Anton Kruger Weiyu Xu
+ PDF Chat	Improving the Thresholds of Sparse Recovery: An Analysis of a Two-Step Reweighted Basis Pursuit Algorithm	2015	M. Amin Khajehnejad Weiyu Xu A. Salman Avestimehr Babak Hassibi
+ PDF Chat	Guarantees of total variation minimization for signal recovery	2015	Jian‐Feng Cai Weiyu Xu
+	Optimal Non-coherent Data Detection for Massive SIMO Wireless Systems with General Constellations: A Polynomial Complexity Solution	2015	Haider Ali Jasim Alshamary Fahim Anjum Tareq Y. Al-Naffouri Alam Zaib Weiyu Xu
+	Projected Wirtinger Gradient Descent for Low-Rank Hankel Matrix Completion in Spectral Compressed Sensing	2015	Jian‐Feng Cai Suhui Liu Weiyu Xu
+	Robust recovery of complex exponential signals from random Gaussian projections via low rank Hankel matrix reconstruction	2015	Jian‐Feng Cai Xiaobo Qu Weiyu Xu Gui–Bo Ye
+	Precise Phase Transition of Total Variation Minimization	2015	Bingwen Zhang Weiyu Xu Jian‐Feng Cai Lifeng Lai
+	A Preliminary Study on Cleaning up Erroneous Data and Filling in Missing Values in A Medical Record∗∗This work was supported in part by NSF CNS-1239509.	2015	Er‐Wei Bai Hans J. Johnson Weiyu Xu Mathews Jacob
+	BER Analysis of the box relaxation for BPSK Signal Recovery	2015	Christos Thrampoulidis Ehsan Abbasi Weiyu Xu Babak Hassibi
+	Distributed Channel Estimation and Pilot Contamination Analysis for Massive MIMO-OFDM Systems	2015	Alam Zaib Mudassir Masood Anum Ali Weiyu Xu Tareq Y. Al-Naffouri
+ PDF Chat	Super-resolution line spectrum estimation with block priors	2014	Kumar Vijay Mishra Myung Cho Anton Kruger Weiyu Xu
+ PDF Chat	Optimized Markov Chain Monte Carlo for Signal Detection in MIMO Systems: An Analysis of the Stationary Distribution and Mixing Time	2014	Babak Hassibi Morten Hartvig Hansen Alexandros G. Dimakis Haider Ali Jasim Alshamary Weiyu Xu
+ PDF Chat	Off-the-grid spectral compressed sensing with prior information	2014	Kumar Vijay Mishra Myung Cho Anton Kruger Weiyu Xu
+	Spectral Super-resolution With Prior Knowledge	2014	Kumar Vijay Mishra Myung Cho Anton Kruger Weiyu Xu
+	Optimal non-coherent data detection for massive SIMO wireless systems: A polynomial complexity solution	2014	Haider Ali Jasim Alshamary Tareq Y. Al-Naffouri Alam Zaib Weiyu Xu
+	Super-resolution Line Spectrum Estimation with Block Priors	2014	Kumar Vijay Mishra Myung Cho Anton Kruger Weiyu Xu
+ PDF Chat	Compressed hypothesis testing: To mix or not to mix?	2013	Weiyu Xu Lifeng Lai
+	Guarantees of total variation minimization for signal recovery	2013	Jian‐Feng Cai Weiyu Xu
+ PDF Chat	Quickest search over multiple sequences with mixed observations	2013	Jun Geng Weiyu Xu Lifeng Lai
+ PDF Chat	Matrix design for optimal sensing	2013	Hema Kumari Achanta Weiyu Xu Soura Dasgupta
+ PDF Chat	Toeplitz matrix based sparse error correction in system identification: Outliers and random noises	2013	Weiyu Xu Er‐Wei Bai Myung Cho
+	Universally Elevating the Phase Transition Performance of Compressed Sensing: Non-Isometric Matrices are Not Necessarily Bad Matrices	2013	Weiyu Xu Myung Cho
+	Precisely Verifying the Null Space Conditions in Compressed Sensing: A Sandwiching Algorithm	2013	Myung Cho Weiyu Xu
+	Precise Semidefinite Programming Formulation of Atomic Norm Minimization for Recovering d-Dimensional ($d\geq 2$) Off-the-Grid Frequencies	2013	Weiyu Xu Jian‐Feng Cai Kumar Vijay Mishra Myung Cho Anton Kruger
+	Off-The-Grid Spectral Compressed Sensing With Prior Information	2013	Kumar Vijay Mishra Myung Cho Anton Kruger Weiyu Xu
+	Guarantees of Total Variation Minimization for Signal Recovery	2013	Jian‐Feng Cai Weiyu Xu
+	Quickest Search Over Multiple Sequences with Mixed Observations	2013	Jun Geng Weiyu Xu Lifeng Lai
+	Quickest Search over Multiple Sequences with Mixed Observation	2013	Jun Geng Weiyu Xu Lifeng Lai
+	Matrix Design for Optimal Sensing	2012	Hema Kumari Achanta Weiyu Xu Soura Dasgupta
+ PDF Chat	On the mixing time of Markov Chain Monte Carlo for integer least-square problems	2012	Weiyu Xu Georgios Alexandros Dimakis Babak Hassibi
+ PDF Chat	Low-Complexity Blind Equalization for OFDM Systems With General Constellations	2012	Tareq Y. Al-Naffouri Ala A. Dahman Muhammad S. Sohail Weiyu Xu Babak Hassibi
+	Toeplitz Matrix Based Sparse Error Correction in System Identification	2012	Weiyu Xu Er‐Wei Bai
+ PDF Chat	Sparse recovery with graph constraints: Fundamental limits and measurement construction	2012	Meng Wang Weiyu Xu Enrique Mallada Ao Tang
+	Outliers and Random Noises in System Identification: a Compressed Sensing Approach	2012	Weiyu Xu Er‐Wei Bai Myung Cho
+	Sensing with Optimal Matrices	2012	Hema Kumari Achanta Soura Dasgupta Weiyu Xu
+	Sparse Recovery with Graph Constraints	2012	Meng Wang Weiyu Xu Enrique Mallada Ao Tang
+	On the Mixing Time of Markov Chain Monte Carlo for Integer Least-Square Problems	2012	Weiyu Xu Alex Dimakis Babak Hassibi
+	Toeplitz Matrix Based Sparse Error Correction in System Identification: Outliers and Random Noises	2012	Weiyu Xu Er‐Wei Bai Myung Cho
+	Matrix Design for Optimal Sensing	2012	Hema Kumari Achanta Weiyu Xu Soura Dasgupta
+ PDF Chat	On state estimation with bad data detection	2011	Weiyu Xu Meng Wang Ao Tang
+ PDF Chat	A Generalized Coupon Collector Problem	2011	Weiyu Xu Ao Tang
+ PDF Chat	A Generalized Coupon Collector Problem	2011	Weiyu Xu Ao Tang
+	Improving the Thresholds of Sparse Recovery: An Analysis of a Two-Step Reweighted Basis Pursuit Algorithm	2011	M. Amin Khajehnejad Weiyu Xu A. Salman Avestimehr Babak Hassibi
+	Precise Stability Phase Transitions for $\ell_1$ Minimization: A Unified Geometric Framework	2011	Weiyu Xu Babak Hassibi
+ PDF Chat	Compressive sensing over graphs	2011	Weiyu Xu Enrique Mallada Ao Tang
+ PDF Chat	On the scaling law for compressive sensing and its applications	2011	Weiyu Xu Ao Tang
+	Sparse Recovery from Nonlinear Measurements with Applications in Bad Data Detection for Power Networks	2011	Weiyu Xu Meng Wang Ao Tang
+	Sparse Recovery with Graph Constraints: Fundamental Limits and Measurement Construction	2011	Meng Wang Weiyu Xu Enrique Mallada Ao Tang
+	On State Estimation with Bad Data Detection	2011	Weiyu Xu Meng Wang Ao Tang
+	Improving the Thresholds of Sparse Recovery: An Analysis of a Two-Step Reweighted Basis Pursuit Algorithm	2011	M. Amin Khajehnejad Weiyu Xu A. Salman Avestimehr Babak Hassibi
+	On the Performance of Sparse Recovery via L_p-minimization (0<=p <=1)	2010	Meng Wang Weiyu Xu Ao Tang
+ PDF Chat	A Unique “Nonnegative” Solution to an Underdetermined System: From Vectors to Matrices	2010	Meng Wang Weiyu Xu Ao Tang
+	Null space conditions and thresholds for rank minimization	2010	Benjamin Recht Weiyu Xu Babak Hassibi
+ PDF Chat	The limits of error correction with l<inf>p</inf> decoding	2010	Meng Wang Weiyu Xu Ao Tang
+	Improved Sparse Recovery Thresholds with Two-Step Reweighted $\ell_1$ Minimization	2010	M. Amin Khajehnejad Weiyu Xu Salman Avestimehr Babak Hassibi
+	Analyzing Weighted $\ell_1$ Minimization for Sparse Recovery with Nonuniform Sparse Models\footnote{The results of this paper were presented in part at the International Symposium on Information Theory, ISIT 2009}	2010	M. Amin Khajehnejad Weiyu Xu Amir Salman Avestimehr Babak Hassibi
+	Compressive Sensing over the Grassmann Manifold: a Unified Geometric Framework	2010	Weiyu Xu Babak Hassibi
+	On the Scaling Law for Compressive Sensing and its Applications	2010	Weiyu Xu Ao Tang
+	Compressive Sensing over Graphs	2010	Weiyu Xu Enrique Mallada Ao Tang
+	The Limits of Error Correction with lp Decoding	2010	Meng Wang Weiyu Xu Ao Tang
+	Improved Sparse Recovery Thresholds with Two-Step Reweighted $\ell_1$ Minimization	2010	M. Amin Khajehnejad Weiyu Xu Salman Avestimehr Babak Hassibi
+	On the Performance of Sparse Recovery via L_p-minimization (0<=p <=1)	2010	Meng Wang Weiyu Xu Ao Tang
+ PDF Chat	Near-Optimal Detection in MIMO Systems Using Gibbs Sampling	2009	Morten Hartvig Hansen Babak Hassibi Alexandros G. Dimakis Weiyu Xu
+	Weighted $\ell_1$ Minimization for Sparse Recovery with Prior Information	2009	M. Amin Khajehnejad Weiyu Xu Salman Avestimehr Babak Hassibi
+	Breaking through the Thresholds: an Analysis for Iterative Reweighted $\ell_1$ Minimization via the Grassmann Angle Framework	2009	Weiyu Xu M. Amin Khajehnejad Salman Avestimehr Babak Hassibi
+	Sparse Recovery of Positive Signals with Minimal Expansion	2009	M. Amin Khajehnejad Alexandros G. Dimakis Weiyu Xu Babak Hassibi
+	Near-Optimal Detection in MIMO Systems using Gibbs Sampling	2009	Morten Hartvig Hansen Babak Hassibi Alexandros G. Dimakis Weiyu Xu
+	Efficient and Robust Compressed Sensing using High-Quality Expander Graphs	2008	Sina Jafarpour Weiyu Xu Babak Hassibi A.R. Calderbank
+ PDF Chat	Necessary and sufficient conditions for success of the nuclear norm heuristic for rank minimization	2008	Benjamin Recht Weiyu Xu Babak Hassibi
+ PDF Chat	On the Complexity of Exact Maximum-Likelihood Decoding for Asymptotically Good Low Density Parity Check Codes: A New Perspective	2007	Weiyu Xu Babak Hassibi
+	A Local Tree Structure is NOT Sufficient for the Local Optimality of Message-Passing Decoding in Low Density Parity Check Codes	2007	Weiyu Xu
+	Improved Genetic Algorithms for Deterministic Optimization and Optimization under Uncertainty. Part I. Algorithms Development	2005	Urmila M. Diwekar Weiyu Xu

Common Coauthors

Coauthor	Papers Together
Myung Cho	27
Babak Hassibi	27
Jirong Yi	16
Ao Tang	16
Lifeng Lai	15
Jian‐Feng Cai	15
Kumar Vijay Mishra	11
M. Amin Khajehnejad	10
Meng Wang	8
Raghu Mudumbai	7
Tareq Y. Al-Naffouri	7
Anton Kruger	7
Haider Ali Jasim Alshamary	6
Alam Zaib	6
Soura Dasgupta	6
Xiaodong Wu	6
Er‐Wei Bai	5
Jingchao Gao	5
Jun Geng	5
Enrique Mallada	5
Christos Thrampoulidis	5
Hema Kumari Achanta	4
Lifeng Lai	4
Hui Xie	4
Salman Avestimehr	4
Alexandros G. Dimakis	4
Sven Jacobsson	3
Anum Ali	3
Tianming Wang	3
Raghuraman Mudumbai	3
Morten Hartvig Hansen	3
Giuseppe Durisi	3
Ziqing Lu	3
A. Salman Avestimehr	3
Ehsan Abbasi	3
Christoph Studer	3
Mathews Jacob	3
Mudassir Masood	3
Bingwen Zhang	2
Eva Riherd	2
Milan Sonka	2
Fahim Zaman	2
Guanlin Liu	2
Xiaobo Qu	2
Ao Tang	2
Yin Zheng	2
Meng Wang	2
Wenye Ma	2
Catherine Xu	2
Raghu C. Mudumbai	2

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+ PDF Chat	Decoding by Linear Programming	2005	Emmanuel J. Candès Terence Tao	37
+ PDF Chat	Robust uncertainty principles: exact signal reconstruction from highly incomplete frequency information	2006	Emmanuel J. Candès Justin Romberg Terence Tao	22
+ PDF Chat	High-Dimensional Centrally Symmetric Polytopes with Neighborliness Proportional to Dimension	2005	David L. Donoho	22
+ PDF Chat	Neighborliness of randomly projected simplices in high dimensions	2005	David L. Donoho Jared Tanner	20
+ PDF Chat	The Convex Geometry of Linear Inverse Problems	2012	Venkat Chandrasekaran Benjamin Recht Pablo A. Parrilo Alan S. Willsky	17
+	Compressed sensing	2006	David L. Donoho	16
+ PDF Chat	Towards a Mathematical Theory of Super‐resolution	2013	Emmanuel J. Candès Carlos Fernandez‐Granda	14
+	Sparse nonnegative solution of underdetermined linear equations by linear programming	2005	David L. Donoho Jared Tanner	14
+	Precise Stability Phase Transitions for $\ell_1$ Minimization: A Unified Geometric Framework	2011	Weiyu Xu Babak Hassibi	13
+ PDF Chat	Robust Spectral Compressed Sensing via Structured Matrix Completion	2014	Yuxin Chen Yuejie Chi	12
+ PDF Chat	Near-Optimal Signal Recovery From Random Projections: Universal Encoding Strategies?	2006	Emmanuel J. Candès Terence Tao	11
+	On sparse reconstruction from Fourier and Gaussian measurements	2007	Mark Rudelson Roman Vershynin	11
+ PDF Chat	Compressed Sensing Off the Grid	2013	Gongguo Tang Badri Narayan Bhaskar Parikshit Shah Benjamin Recht	11
+	Non-linear angle-sum relations for polyhedral cones and polytopes	1975	Peter McMullen	10
+ PDF Chat	Enhancing Sparsity by Reweighted ℓ 1 Minimization	2008	Emmanuel J. Candès Michael B. Wakin Stephen Boyd	10
+	Compressed sensing and best 𝑘-term approximation	2008	Albert Cohen Wolfgang Dahmen Ronald DeVore	10
+ PDF Chat	The Concentration of Measure Phenomenon	2005	Michel Ledoux	9
+ PDF Chat	Guaranteed Minimum-Rank Solutions of Linear Matrix Equations via Nuclear Norm Minimization	2010	Benjamin Recht Maryam Fazel Pablo A. Parrilo	9
+	Convex Optimization	2004	Stephen Boyd Lieven Vandenberghe	8
+ PDF Chat	Combining geometry and combinatorics: A unified approach to sparse signal recovery	2008	Radu Berinde Anna C. Gilbert Piotr Indyk Howard Karloff Michael Strauss	8
+ PDF Chat	The Noise-Sensitivity Phase Transition in Compressed Sensing	2011	David L. Donoho Arian Maleki Andrea Montanari	7
+ PDF Chat	Massive MIMO for next generation wireless systems	2014	Erik G. Larsson Ove Edfors Fredrik Tufvesson Thomas L. Marzetta	7
+	DISTRIBUTION OF EIGENVALUES FOR SOME SETS OF RANDOM MATRICES	1967	V A Marčenko L. А. Pastur	7
+ PDF Chat	Modified-CS: Modifying Compressive Sensing for Problems With Partially Known Support	2010	Namrata Vaswani Wei Lu	7
+ PDF Chat	Line spectrum estimation with probabilistic priors	2013	Dave Zachariah Petter Wirfält Magnus Jansson Saikat Chatterjee	6
+	Various thresholds for $\ell_1$-optimization in compressed sensing	2009	Mihailo Stojnic	6
+ PDF Chat	A Limit Theorem for the Norm of Random Matrices	1980	Stuart Geman	6
+ PDF Chat	Scaling Up MIMO: Opportunities and Challenges with Very Large Arrays	2012	Fredrik Rusek Daniel Persson Buon Kiong Lau Erik G. Larsson Thomas L. Marzetta Fredrik Tufvesson	6
+	On Milman's inequality and random subspaces which escape through a mesh in ℝ n	1988	Y. Gordon	6
+ PDF Chat	A Singular Value Thresholding Algorithm for Matrix Completion	2010	Jian‐Feng Cai Emmanuel J. Candès Zuowei Shen	6
+ PDF Chat	Grassmann angles of convex polytopes	1968	Branko Grünbaum	5
+ PDF Chat	The Smallest Eigenvalue of a Large Dimensional Wishart Matrix	1985	Jack W. Silverstein	5
+	Thresholds for the Recovery of Sparse Solutions via L1 Minimization	2006	David L. Donoho Jared Tanner	5
+ PDF Chat	Model-Based Compressive Sensing	2010	Richard G. Baraniuk Volkan Cevher Marco F. Duarte Chinmay Hegde	5
+ PDF Chat	Solving semidefinite-quadratic-linear programs using SDPT3	2003	Reha H. Tütüncü Kim-Chuan Toh Michael J. Todd	5
+	Finite Markov Chains and Algorithmic Applications	2002	Olle Häggström	5
+	Some inequalities for Gaussian processes and applications	1985	Y. Gordon	5
+ PDF Chat	A Simple Proof of the Restricted Isometry Property for Random Matrices	2008	Richard G. Baraniuk Mark A. Davenport Ronald DeVore Michael B. Wakin	5
+	Convergence analyses and comparisons of Markov chain Monte Carlo algorithms in digital communications	2002	Rong Chen Jun S. Liu Xiaodong Wang	5
+ PDF Chat	Living on the edge: phase transitions in convex programs with random data	2014	Dennis Amelunxen Martin Lötz Michael B. McCoy Joel A. Tropp	5
+ PDF Chat	Compressive sensing over graphs	2011	Weiyu Xu Enrique Mallada Ao Tang	5
+	Explaining and Harnessing Adversarial Examples	2014	Ian Goodfellow Jonathon Shlens Christian Szegedy	5
+	Sparse Recovery from Nonlinear Measurements with Applications in Bad Data Detection for Power Networks	2011	Weiyu Xu Meng Wang Ao Tang	4
+ 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	4
+ PDF Chat	Counting the Faces of Randomly-Projected Hypercubes and Orthants, with Applications	2009	David L. Donoho Jared Tanner	4
+ PDF Chat	Coherence Pattern–Guided Compressive Sensing with Unresolved Grids	2012	Albert Fannjiang Wenjing Liao	4
+ PDF Chat	Optimality of large MIMO detection via approximate message passing	2015	Charles Jeon Ramina Ghods Arian Maleki Christoph Studer	4
+ PDF Chat	Five disruptive technology directions for 5G	2014	Federico Boccardi Robert W. Heath Angel Lozano Thomas L. Marzetta Petar Popovski	4
+	Convex Optimization	2004	Stephen Boyd Lieven Vandenberghe	4
+ PDF Chat	Noisy signal recovery via iterative reweighted L1-minimization	2009	Deanna Needell	4