Compressed Sensing

Sparse Support Recovery with Non-smooth Loss Functions NeurIPS 2016 Ambient Occlusion via Compressive Visibility Estimation CVPR 2015 b-bit Marginal Regression NeurIPS 2015 Efficient Compressive Phase Retrieval with Constrained Sensing Vectors NeurIPS 2015 FPA-CS: Focal Plane Array-Based Compressive Imaging in Short-Wave Infrared CVPR 2015 LASSO with Non-linear Measurements is Equivalent to One With Linear Measurements NeurIPS 2015 Optimal Linear Estimation under Unknown Nonlinear Transform NeurIPS 2015 Regularization-Free Estimation in Trace Regression with Symmetric Positive Semidefinite Matrices NeurIPS 2015 Reweighted Laplace Prior Based Hyperspectral Compressive Sensing for Unknown Sparsity CVPR 2015 Robust PCA with compressed data NeurIPS 2015 Super-Resolution Off the Grid NeurIPS 2015 Towards a Lower Sample Complexity for Robust One-bit Compressed Sensing ICML 2015 A Dual Algorithm for Olfactory Computation in the Locust Brain NeurIPS 2014 Compressive Sensing of Signals from a GMM with Sparse Precision Matrices NeurIPS 2014 Efficient Sampling for Learning Sparse Additive Models in High Dimensions NeurIPS 2014 Fast Multivariate Spatio-temporal Analysis via Low Rank Tensor Learning NeurIPS 2014 Low-Cost Compressive Sensing for Color Video and Depth CVPR 2014 Predicting Useful Neighborhoods for Lazy Local Learning NeurIPS 2014 Adaptive Compressed Tomography Sensing CVPR 2013 Blind Calibration in Compressed Sensing using Message Passing Algorithms NeurIPS 2013 Compressed Hashing CVPR 2013 Designed Measurements for Vector Count Data NeurIPS 2013 Low-Rank Matrix and Tensor Completion via Adaptive Sampling NeurIPS 2013 Sparse nonnegative deconvolution for compressive calcium imaging: algorithms and phase transitions NeurIPS 2013 Approximate Message Passing with Consistent Parameter Estimation and Applications to Sparse Learning NeurIPS 2012