signal recovery

Blind Deconvolutional Phase Retrieval via Convex Programming NeurIPS 2018 Learning without the Phase: Regularized PhaseMax Achieves Optimal Sample Complexity NeurIPS 2018 Signal and Noise Statistics Oblivious Orthogonal Matching Pursuit ICML 2018 Binary and Multi-Bit Coding for Stable Random Projections AISTATS 2017 Convolutional Phase Retrieval NeurIPS 2017 Online Graph Completion: Multivariate Signal Recovery in Computer Vision CVPR 2017 Solving Most Systems of Random Quadratic Equations NeurIPS 2017 Fast recovery from a union of subspaces NeurIPS 2016 From Noise Modeling to Blind Image Denoising CVPR 2016 MOCCA: Mirrored Convex/Concave Optimization for Nonconvex Composite Functions JMLR 2016 Structure-Blind Signal Recovery NeurIPS 2016 Deterministic Independent Component Analysis ICML 2015 LASSO with Non-linear Measurements is Equivalent to One With Linear Measurements NeurIPS 2015 Super-Resolution Off the Grid NeurIPS 2015 Swept Approximate Message Passing for Sparse Estimation ICML 2015 Towards a Lower Sample Complexity for Robust One-bit Compressed Sensing ICML 2015 Compressed Counting Meets Compressed Sensing COLT 2014 Signal recovery from Pooling Representations ICML 2014 Square Deal: Lower Bounds and Improved Relaxations for Tensor Recovery ICML 2014 Estimating Unknown Sparsity in Compressed Sensing ICML 2013 One-Bit Compressed Sensing: Provable Support and Vector Recovery ICML 2013 CPRL -- An Extension of Compressive Sensing to the Phase Retrieval Problem NeurIPS 2012 Detecting Network Cliques with Radon Basis Pursuit AISTATS 2012 Exact and Stable Recovery of Sequences of Signals with Sparse Increments via Differential _1-Minimization NeurIPS 2012 Provable ICA with Unknown Gaussian Noise, with Implications for Gaussian Mixtures and Autoencoders NeurIPS 2012