compressive sensing

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 Algorithms for Robust One-bit Compressive Sensing ICML 2014 Efficient Sampling for Learning Sparse Additive Models in High Dimensions NeurIPS 2014 Finding a sparse vector in a subspace: Linear sparsity using alternating directions NeurIPS 2014 Low-Cost Compressive Sensing for Color Video and Depth CVPR 2014 New Bounds on Compressive Linear Least Squares Regression AISTATS 2014 Nonlinear Information-Theoretic Compressive Measurement Design ICML 2014 Preconditioning for Accelerated Iteratively Reweighted Least Squares in Structured Sparsity Reconstruction CVPR 2014 Designed Measurements for Vector Count Data NeurIPS 2013 Phase Retrieval using Alternating Minimization NeurIPS 2013 Sparse nonnegative deconvolution for compressive calcium imaging: algorithms and phase transitions NeurIPS 2013 When in Doubt, SWAP: High-Dimensional Sparse Recovery from Correlated Measurements NeurIPS 2013 Compressive neural representation of sparse, high-dimensional probabilities NeurIPS 2012 Compressive Sensing MRI with Wavelet Tree Sparsity NeurIPS 2012 CPRL -- An Extension of Compressive Sensing to the Phase Retrieval Problem NeurIPS 2012 Exact Recovery of Sparsely-Used Dictionaries COLT 2012 Feature-aware Label Space Dimension Reduction for Multi-label Classification NeurIPS 2012 Reconstruction from Anisotropic Random Measurements COLT 2012 Universal Measurement Bounds for Structured Sparse Signal Recovery AISTATS 2012 A Fast Algorithm for Recovery of Jointly Sparse Vectors based on the Alternating Direction Methods AISTATS 2011 Neural Reconstruction with Approximate Message Passing (NeuRAMP) NeurIPS 2011 SpaRCS: Recovering low-rank and sparse matrices from compressive measurements NeurIPS 2011 Sparse Estimation with Structured Dictionaries NeurIPS 2011 The Sample Complexity of Dictionary Learning JMLR 2011