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compressed sensing

198 papers

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Also known as

CS

Co-occurring keywords

sparse recovery (113) signal recovery (54) image reconstruction (663) compressive sensing (126) generative model (2889) convex optimization (1320) sparse optimization (246) sparse regression (175) sparse signal recovery (24) support recovery (43)

Papers

Gradient Hard Thresholding Pursuit for Sparsity-Constrained Optimization ICML 2014
Guaranteed Sparse Recovery under Linear Transformation ICML 2013
Spectral Compressed Sensing via Structured Matrix Completion ICML 2013
Compressed Hashing CVPR 2013
Intersecting singularities for multi-structured estimation ICML 2013
Estimating Unknown Sparsity in Compressed Sensing ICML 2013
One-Bit Compressed Sensing: Provable Support and Vector Recovery ICML 2013
Modelling Sparse Dynamical Systems with Compressed Predictive State Representations ICML 2013
When in Doubt, SWAP: High-Dimensional Sparse Recovery from Correlated Measurements NIPS 2013
Adaptive Compressed Tomography Sensing CVPR 2013
Blind Calibration in Compressed Sensing using Message Passing Algorithms NIPS 2013
Sparse nonnegative deconvolution for compressive calcium imaging: algorithms and phase transitions NIPS 2013
Designed Measurements for Vector Count Data NIPS 2013
Greedy Sparsity-Constrained Optimization JMLR 2013
Non-convex P-Norm Projection for Robust Sparsity ICCV 2013
Multilabel Classification using Bayesian Compressed Sensing NIPS 2012
Bandit Theory meets Compressed Sensing for high dimensional Stochastic Linear Bandit AISTATS 2012
Reconstruction from Anisotropic Random Measurements COLT 2012
Exact Recovery of Sparsely-Used Dictionaries COLT 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 NIPS 2012
Universal Measurement Bounds for Structured Sparse Signal Recovery AISTATS 2012
Feature Clustering for Accelerating Parallel Coordinate Descent NIPS 2012
A Multi-Stage Framework for Dantzig Selector and LASSO JMLR 2012
Approximate Message Passing with Consistent Parameter Estimation and Applications to Sparse Learning NIPS 2012