conftrace_

signal recovery

54 papers

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Co-occurring keywords

compressed sensing (201) sparse recovery (113) phase retrieval (57) convex optimization (1321) compressive sensing (126) signal reconstruction (43) generative model (2892) generative prior (55) sparse signal recovery (24) sample complexity (1169)

Papers

Learning without the Phase: Regularized PhaseMax Achieves Optimal Sample Complexity NIPS 2018
Convolutional Phase Retrieval NIPS 2017
Solving Most Systems of Random Quadratic Equations NIPS 2017
Binary and Multi-Bit Coding for Stable Random Projections AISTATS 2017
Online Graph Completion: Multivariate Signal Recovery in Computer Vision CVPR 2017
MOCCA: Mirrored Convex/Concave Optimization for Nonconvex Composite Functions JMLR 2016
Structure-Blind Signal Recovery NIPS 2016
Fast recovery from a union of subspaces NIPS 2016
From Noise Modeling to Blind Image Denoising CVPR 2016
LASSO with Non-linear Measurements is Equivalent to One With Linear Measurements NIPS 2015
Towards a Lower Sample Complexity for Robust One-bit Compressed Sensing ICML 2015
Swept Approximate Message Passing for Sparse Estimation ICML 2015
Deterministic Independent Component Analysis ICML 2015
Super-Resolution Off the Grid NIPS 2015
Signal recovery from Pooling Representations ICML 2014
Compressed Counting Meets Compressed Sensing COLT 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
Exact and Stable Recovery of Sequences of Signals with Sparse Increments via Differential _1-Minimization NIPS 2012
Sparsistency of the Edge Lasso over Graphs AISTATS 2012
Provable ICA with Unknown Gaussian Noise, with Implications for Gaussian Mixtures and Autoencoders NIPS 2012
Detecting Network Cliques with Radon Basis Pursuit AISTATS 2012
CPRL -- An Extension of Compressive Sensing to the Phase Retrieval Problem NIPS 2012
On the accuracy of l1-filtering of signals with block-sparse structure NIPS 2011