| Compressed Sensing for Energy-Efficient Wireless Telemonitoring of Noninvasive Fetal ECG via Block Sparse Bayesian Learning | May 7, 2012 | compressed sensingCPU | —Unverified | 0 |
| Dimensionality Reduction Using the Sparse Linear Model | Dec 1, 2011 | compressed sensingDimensionality Reduction | —Unverified | 0 |
| Neural Reconstruction with Approximate Message Passing (NeuRAMP) | Dec 1, 2011 | compressed sensingparameter estimation | —Unverified | 0 |
| Universal low-rank matrix recovery from Pauli measurements | Dec 1, 2011 | compressed sensingGaussian Processes | —Unverified | 0 |
| Orthogonal Matching Pursuit with Replacement | Dec 1, 2011 | compressed sensing | —Unverified | 0 |
| Compressed sensing of astronomical images:orthogonal wavelets domains | Nov 27, 2011 | compressed sensingImage Compression | —Unverified | 0 |
| Joint reconstruction of multiecho MR images using correlated sparsity | May 14, 2011 | compressed sensing | —Unverified | 0 |
| Tensor completion and low-n-rank tensor recovery via convex optimization | Feb 24, 2011 | compressed sensing | —Unverified | 0 |
| Short-term memory in neuronal networks through dynamical compressed sensing | Dec 1, 2010 | compressed sensing | —Unverified | 0 |
| Probabilistic Multi-Task Feature Selection | Dec 1, 2010 | Cancer Classificationcompressed sensing | —Unverified | 0 |
| Task-Driven Dictionary Learning | Sep 27, 2010 | Classificationcompressed sensing | —Unverified | 0 |
| Learning Functions of Few Arbitrary Linear Parameters in High Dimensions | Aug 18, 2010 | compressed sensing | —Unverified | 0 |
| GraphLab: A New Framework for Parallel Machine Learning | Jun 25, 2010 | BIG-bench Machine Learningcompressed sensing | CodeCode Available | 0 |
| On the Achievability of Cramér-Rao Bound In Noisy Compressed Sensing | Jun 13, 2010 | compressed sensingLEMMA | —Unverified | 0 |
| Speeding up Magnetic Resonance Image Acquisition by Bayesian Multi-Slice Adaptive Compressed Sensing | Dec 1, 2009 | compressed sensingVariational Inference | —Unverified | 0 |
| Asymptotic Analysis of MAP Estimation via the Replica Method and Compressed Sensing | Dec 1, 2009 | compressed sensing | —Unverified | 0 |
| An Homotopy Algorithm for the Lasso with Online Observations | Dec 1, 2008 | compressed sensingDenoising | —Unverified | 0 |
