Rayan Saab

Message-passing algorithms for compressed sensing

Double-sparsity dictionary for seismic noise attenuation

Convergence and Stability of Iteratively Re-weighted Least Squares Algorithms

Machine learning for data-driven discovery in solid Earth geoscience

A Unified Algorithmic Framework for Block-Structured Optimization Involving Big Data: With applications in machine learning and signal processing

Nonorthogonal Multiple Access for 5G and Beyond

Sparse representation or collaborative representation: Which helps face recognition?

Reweighted Infrared Patch-Tensor Model With Both Nonlocal and Local Priors for Single-Frame Small Target Detection

A single-pixel terahertz imaging system based on compressed sensing

A Fast Algorithm for Sparse Reconstruction Based on Shrinkage, Subspace Optimization, and Continuation

Computational Methods for Sparse Solution of Linear Inverse Problems

Compressed CSI Acquisition in FDD Massive MIMO: How Much Training is Needed?

Infrared and visible image fusion methods and applications: A survey

Edge Artificial Intelligence for 6G: Vision, Enabling Technologies, and Applications

Text as Data

Guaranteed Minimum-Rank Solutions of Linear Matrix Equations via Nuclear Norm Minimization

A Survey of Sparse Representation: Algorithms and Applications

Regression Shrinkage and Selection via The Lasso: A Retrospective

Probing the Pareto Frontier for Basis Pursuit Solutions

Fixed point and Bregman iterative methods for matrix rank minimization

Majorization-Minimization Algorithms in Signal Processing, Communications, and Machine Learning

Iteratively reweighted least squares minimization for sparse recovery

Data-Assisted Low Complexity Compressive Spectrum Sensing on Real-Time Signals Under Sub-Nyquist Rate

Enhancing Sparsity by Reweighted ℓ 1 Minimization

Bayesian wavefield separation by transform-domain sparsity promotion

Recovering Compressively Sampled Signals Using Partial Support Information

Stable sparse approximations via nonconvex optimization

Algorithm 890

Sparse recovery by non-convex optimization – instance optimality