| Blind Compressive Sensing Framework for Collaborative Filtering | May 7, 2015 | Collaborative Filteringcompressed sensing | —Unverified | 0 |
| Deep Neural Networks with Random Gaussian Weights: A Universal Classification Strategy? | Apr 30, 2015 | compressed sensingDictionary Learning | —Unverified | 0 |
| Projected Iterative Soft-thresholding Algorithm for Tight Frames in Compressed Sensing Magnetic Resonance Imaging | Apr 29, 2015 | compressed sensingImage Reconstruction | —Unverified | 0 |
| Nearly Optimal Deterministic Algorithm for Sparse Walsh-Hadamard Transform | Apr 28, 2015 | compressed sensing | —Unverified | 0 |
| Regularization-free estimation in trace regression with symmetric positive semidefinite matrices | Apr 23, 2015 | compressed sensingMatrix Completion | —Unverified | 0 |
| Poisson Matrix Recovery and Completion | Apr 20, 2015 | compressed sensingMatrix Completion | —Unverified | 0 |
| Compressed sensing MRI using masked DCT and DFT measurements | Mar 25, 2015 | compressed sensingCompressive Sensing | —Unverified | 0 |
| Real-time Dynamic MRI Reconstruction using Stacked Denoising Autoencoder | Mar 22, 2015 | compressed sensingDenoising | —Unverified | 0 |
| L_1-regularized Boltzmann machine learning using majorizer minimization | Mar 11, 2015 | BIG-bench Machine Learningcompressed sensing | —Unverified | 0 |
| Robust recovery of complex exponential signals from random Gaussian projections via low rank Hankel matrix reconstruction | Mar 10, 2015 | compressed sensing | —Unverified | 0 |
