| Extracting Sub-Exposure Images from a Single Capture Through Fourier-based Optical Modulation | Dec 26, 2016 | compressed sensing | —Unverified | 0 |
| Deep Blind Compressed Sensing | Dec 22, 2016 | compressed sensing | —Unverified | 0 |
| Joint Spatial-Angular Sparse Coding for dMRI with Separable Dictionaries | Dec 18, 2016 | compressed sensingDiffusion MRI | —Unverified | 0 |
| Semi-Supervised Learning via Sparse Label Propagation | Dec 5, 2016 | compressed sensing | CodeCode Available | 0 |
| Sparse Support Recovery with Non-smooth Loss Functions | Dec 1, 2016 | compressed sensing | —Unverified | 0 |
| Deep Residual Learning for Compressed Sensing CT Reconstruction via Persistent Homology Analysis | Nov 19, 2016 | compressed sensingComputed Tomography (CT) | —Unverified | 0 |
| Low-rank and Adaptive Sparse Signal (LASSI) Models for Highly Accelerated Dynamic Imaging | Nov 13, 2016 | compressed sensingImage Reconstruction | —Unverified | 0 |
| Fast Learning with Nonconvex L1-2 Regularization | Oct 29, 2016 | compressed sensingSparse Learning | —Unverified | 0 |
| Sparse Signal Recovery for Binary Compressed Sensing by Majority Voting Neural Networks | Oct 29, 2016 | compressed sensing | —Unverified | 0 |
| Compressive Holographic Video | Oct 27, 2016 | 4D reconstructioncompressed sensing | —Unverified | 0 |
| Efficient Estimation of Compressible State-Space Models with Application to Calcium Signal Deconvolution | Oct 20, 2016 | compressed sensingState Estimation | —Unverified | 0 |
| Message-passing algorithms for synchronization problems over compact groups | Oct 14, 2016 | Community Detectioncompressed sensing | —Unverified | 0 |
| Robust Bayesian Compressed sensing | Oct 10, 2016 | compressed sensing | —Unverified | 0 |
| A Primer on Coordinate Descent Algorithms | Sep 30, 2016 | BIG-bench Machine Learningcompressed sensing | —Unverified | 0 |
| Optimizing Codes for Source Separation in Color Image Demosaicing and Compressive Video Recovery | Sep 7, 2016 | compressed sensingDemosaicking | —Unverified | 0 |
| Self-Averaging Expectation Propagation | Aug 23, 2016 | Bayesian Inferencecompressed sensing | —Unverified | 0 |
| Nonparametric and arbitrage-free construction of call surfaces using l1-recovery | Aug 15, 2016 | compressed sensing | —Unverified | 0 |
| Distributed Coding of Multiview Sparse Sources with Joint Recovery | Jul 18, 2016 | compressed sensingObject Recognition | —Unverified | 0 |
| Double-detector for Sparse Signal Detection from One Bit Compressed Sensing Measurements | Jul 2, 2016 | compressed sensing | —Unverified | 0 |
| Small coherence implies the weak Null Space Property | Jun 29, 2016 | compressed sensing | —Unverified | 0 |
| Fast Methods for Recovering Sparse Parameters in Linear Low Rank Models | Jun 26, 2016 | compressed sensingMatrix Completion | —Unverified | 0 |
| Tight Performance Bounds for Compressed Sensing With Conventional and Group Sparsity | Jun 19, 2016 | compressed sensing | —Unverified | 0 |
| Joint Data Compression and MAC Protocol Design for Smartgrids with Renewable Energy | Jun 15, 2016 | compressed sensingData Compression | —Unverified | 0 |
| High-speed real-time single-pixel microscopy based on Fourier sampling | Jun 15, 2016 | compressed sensingImage Reconstruction | —Unverified | 0 |
| Efficient adaptation of complex-valued noiselet sensing matrices for compressed single-pixel imaging | Jun 14, 2016 | compressed sensing | —Unverified | 0 |
| Inferring Sparsity: Compressed Sensing using Generalized Restricted Boltzmann Machines | Jun 13, 2016 | compressed sensing | —Unverified | 0 |
| Comparison of Several Sparse Recovery Methods for Low Rank Matrices with Random Samples | Jun 12, 2016 | BIG-bench Machine Learningcompressed sensing | —Unverified | 0 |
| Learning overcomplete, low coherence dictionaries with linear inference | Jun 10, 2016 | compressed sensing | —Unverified | 0 |
| Finite Sample Analysis of Approximate Message Passing Algorithms | Jun 6, 2016 | compressed sensing | —Unverified | 0 |
| A Deep Learning Approach to Block-based Compressed Sensing of Images | Jun 5, 2016 | compressed sensing | CodeCode Available | 0 |
| Average-case Hardness of RIP Certification | May 31, 2016 | compressed sensing | —Unverified | 0 |
| Tradeoffs between Convergence Speed and Reconstruction Accuracy in Inverse Problems | May 30, 2016 | compressed sensing | —Unverified | 0 |
| The Symbolic Interior Point Method | May 26, 2016 | compressed sensingDecision Making | —Unverified | 0 |
| Compliant Conditions for Polynomial Time Approximation of Operator Counts | May 25, 2016 | compressed sensing | —Unverified | 0 |
| On Optimality Conditions for Auto-Encoder Signal Recovery | May 23, 2016 | compressed sensing | —Unverified | 0 |
| Self-expressive Dictionary Learning for Dynamic 3D Reconstruction | May 22, 2016 | 3D Reconstructioncompressed sensing | —Unverified | 0 |
| Solve-Select-Scale: A Three Step Process For Sparse Signal Estimation | May 16, 2016 | compressed sensing | —Unverified | 0 |
| The constrained Dantzig selector with enhanced consistency | May 11, 2016 | compressed sensingComputational Efficiency | —Unverified | 0 |
| Measurement Bounds for Sparse Signal Reconstruction with Multiple Side Information | May 10, 2016 | compressed sensingObject Recognition | —Unverified | 0 |
| A Tight Bound of Hard Thresholding | May 5, 2016 | BIG-bench Machine Learningcompressed sensing | —Unverified | 0 |
| Algorithms for Learning Sparse Additive Models with Interactions in High Dimensions | May 2, 2016 | Additive modelscompressed sensing | —Unverified | 0 |
| Methods for Sparse and Low-Rank Recovery under Simplex Constraints | May 2, 2016 | compressed sensingDensity Estimation | —Unverified | 0 |
| Sparse Recovery from Extreme Eigenvalues Deviation Inequalities | Apr 5, 2016 | compressed sensing | —Unverified | 0 |
| Image Super-Resolution Based on Sparsity Prior via Smoothed l_0 Norm | Mar 22, 2016 | Combinatorial Optimizationcompressed sensing | —Unverified | 0 |
| A Compressed Sensing Based Decomposition of Electrodermal Activity Signals | Feb 24, 2016 | compressed sensingSeizure Detection | —Unverified | 0 |
| Active Sensing of Social Networks | Jan 21, 2016 | compressed sensing | —Unverified | 0 |
| Statistical Mechanics of High-Dimensional Inference | Jan 18, 2016 | Bayesian Inferencecompressed sensing | —Unverified | 0 |
| IRLS and Slime Mold: Equivalence and Convergence | Jan 12, 2016 | compressed sensing | CodeCode Available | 0 |
| Sparse Diffusion Steepest-Descent for One Bit Compressed Sensing in Wireless Sensor Networks | Jan 3, 2016 | compressed sensing | —Unverified | 0 |
| Error Bounds for Compressed Sensing Algorithms With Group Sparsity: A Unified Approach | Dec 29, 2015 | compressed sensing | —Unverified | 0 |