| From Denoising to Compressed Sensing | Jun 16, 2014 | compressed sensingDenoising | CodeCode Available | 1 |
| Structured Dictionary Learning for Classification | Jun 8, 2014 | Classificationcompressed sensing | —Unverified | 0 |
| Deformation corrected compressed sensing (DC-CS): a novel framework for accelerated dynamic MRI | May 29, 2014 | compressed sensingDenoising | —Unverified | 0 |
| On the Computational Intractability of Exact and Approximate Dictionary Learning | May 26, 2014 | compressed sensingDictionary Learning | —Unverified | 0 |
| Randomized Sketches of Convex Programs with Sharp Guarantees | Apr 29, 2014 | compressed sensingDimensionality Reduction | —Unverified | 0 |
| Spatiotemporal Sparse Bayesian Learning with Applications to Compressed Sensing of Multichannel Physiological Signals | Apr 21, 2014 | Brain Computer Interfacecompressed sensing | —Unverified | 0 |
| Geometric Inference for General High-Dimensional Linear Inverse Problems | Apr 17, 2014 | compressed sensingMatrix Completion | —Unverified | 0 |
| A sparse Kaczmarz solver and a linearized Bregman method for online compressed sensing | Mar 28, 2014 | compressed sensingRadio Interferometry | —Unverified | 0 |
| Compressive Hyperspectral Imaging Using Progressive Total Variation | Mar 7, 2014 | compressed sensingEarth Observation | —Unverified | 0 |
| A Primal Dual Active Set with Continuation Algorithm for the ^0-Regularized Optimization Problem | Mar 3, 2014 | compressed sensing | —Unverified | 0 |
