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Minimax Rates of Estimation for High-Dimensional Linear Regression Over ℓq-Balls

IEEE transactions on information theory, 2011-10, Vol.57 (10), p.6976-6994

2011

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The Optimal Hard Threshold for Singular Values is 4/√3

IEEE transactions on information theory, 2014, Vol.60 (8), p.5040-5053

2014

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Learning With ℓ1-Graph for Image Analysis

IEEE transactions on image processing, 2010-04, Vol.19 (4), p.858-866

2010

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Mode-Division Multiplexing Over 96 km of Few-Mode Fiber Using Coherent 6 × 6 MIMO Processing

Journal of lightwave technology, 2012, Vol.30 (1-4), p.521-531

2012

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Degrees of Freedom of the K User M × N MIMO Interference Channel

IEEE transactions on information theory, 2010-12, Vol.56 (12), p.6040-6057

2010

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Fast ℓ1-Minimization Algorithms for Robust Face Recognition

IEEE transactions on image processing, 2013-08, Vol.22 (7-8), p.3234-3246

2013

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L1/2 Regularization: Convergence of Iterative Half Thresholding Algorithm

IEEE transactions on signal processing, 2014-05, Vol.62 (9-12), p.2317-2329

2014

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Sparse Recovery of Streaming Signals Using ℓ1-Homotopy

IEEE transactions on signal processing, 2014-08, Vol.62 (13-16), p.4209-4223

2014

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The Computational Complexity of the Restricted Isometry Property, the Nullspace Property, and Related Concepts in Compressed Sensing

IEEE transactions on information theory, 2014-02, Vol.60 (2), p.1248-1259

2014

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IEEE_Xplore

Robust ℌ∞ Filtering for Markovian Jump Systems With Randomly Occurring Nonlinearities and Sensor Saturation: The Finite-Horizon Case

IEEE transactions on signal processing, 2011-07, Vol.59 (7), p.3048-3057

2011

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Sharp Thresholds for High-Dimensional and Noisy Sparsity Recovery Using ℓ1-Constrained Quadratic Programming (Lasso)

IEEE transactions on information theory, 2009, Vol.55 (5), p.2183-2202

WAINWRIGHT, Martin J

2009

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Beyond sparsity: The role of L1-optimizer in pattern classification

Pattern recognition, 2012-03, Vol.45 (3), p.1104-1118

2012

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ML-KNN : A lazy learning approach to multi-label learning

Pattern recognition, 2007-07, Vol.40 (7), p.2038-2048

2007

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H∞ filtering with randomly occurring sensor saturations and missing measurements

Automatica (Oxford), 2012-03, Vol.48 (3), p.556-562

2012

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Event-triggered output feedback control for networked control systems using passivity: Achieving L2 stability in the presence of communication delays and signal quantization

Automatica (Oxford), 2013-01, Vol.49 (1), p.30-38

2013

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Event-based H∞ filtering for networked system with communication delay

Signal processing, 2012-09, Vol.92 (9), p.2029-2039

2012

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Recursive Histogram Modification: Establishing Equivalency Between Reversible Data Hiding and Lossless Data Compression

IEEE transactions on image processing, 2013-07, Vol.22 (7), p.2775-2785

2013

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IEEE_Xplore

A comparison of typical ℓp minimization algorithms

Neurocomputing (Amsterdam), 2013-11, Vol.119, p.413-424

2013

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Fast Solution of ℓ1-Norm Minimization Problems When the Solution May Be Sparse

IEEE transactions on information theory, 2008, Vol.54 (11), p.4789-4812

2008

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On Recovery of Sparse Signals Via ℓ1 Minimization

IEEE transactions on information theory, 2009, Vol.55 (7), p.3388-3397

2009

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Robust H∞ filtering for stochastic time-delay systems with missing measurements

IEEE transactions on signal processing, 2006-07, Vol.54 (7), p.2579-2587

2006

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Nonconvex Splitting for Regularized Low-Rank + Sparse Decomposition

IEEE transactions on signal processing, 2012-11, Vol.60 (11), p.5810-5819

Chartrand, R.

2012

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IEEE_Xplore

Nonfragile H Filtering of Continuous-Time Fuzzy Systems

IEEE transactions on signal processing, 2011-04, Vol.59 (4), p.1528-1538

2011

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IEEE_Xplore

Online Sparse System Identification and Signal Reconstruction Using Projections Onto Weighted ℓ1 Balls

IEEE transactions on signal processing, 2011-03, Vol.59 (3), p.936-952

2011

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Privacy preserving keyword searches on remote encrypted data

Lecture notes in computer science, 2005, p.442-455

2005

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Minimax Rates of Estimation for High-Dimensional Linear Regression Over ℓq-Balls

The Optimal Hard Threshold for Singular Values is 4/√3

Learning With ℓ1-Graph for Image Analysis

Mode-Division Multiplexing Over 96 km of Few-Mode Fiber Using Coherent 6 × 6 MIMO Processing

Degrees of Freedom of the K User M × N MIMO Interference Channel

Fast ℓ1-Minimization Algorithms for Robust Face Recognition

L1/2 Regularization: Convergence of Iterative Half Thresholding Algorithm

Sparse Recovery of Streaming Signals Using ℓ1-Homotopy

The Computational Complexity of the Restricted Isometry Property, the Nullspace Property, and Related Concepts in Compressed Sensing

Robust ℌ∞ Filtering for Markovian Jump Systems With Randomly Occurring Nonlinearities and Sensor Saturation: The Finite-Horizon Case

Sharp Thresholds for High-Dimensional and Noisy Sparsity Recovery Using ℓ1-Constrained Quadratic Programming (Lasso)

Beyond sparsity: The role of L1-optimizer in pattern classification

ML-KNN : A lazy learning approach to multi-label learning

H∞ filtering with randomly occurring sensor saturations and missing measurements

Event-triggered output feedback control for networked control systems using passivity: Achieving L2 stability in the presence of communication delays and signal quantization

Event-based H∞ filtering for networked system with communication delay

Recursive Histogram Modification: Establishing Equivalency Between Reversible Data Hiding and Lossless Data Compression

A comparison of typical ℓp minimization algorithms

Fast Solution of ℓ1-Norm Minimization Problems When the Solution May Be Sparse

On Recovery of Sparse Signals Via ℓ1 Minimization

Robust H∞ filtering for stochastic time-delay systems with missing measurements

Nonconvex Splitting for Regularized Low-Rank + Sparse Decomposition

Nonfragile H Filtering of Continuous-Time Fuzzy Systems

Online Sparse System Identification and Signal Reconstruction Using Projections Onto Weighted ℓ1 Balls

Privacy preserving keyword searches on remote encrypted data

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