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Compressed Sensing

72 papers

Papers per year

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Papers

Low-Cost Compressive Sensing for Color Video and Depth CVPR 2014
Low-Rank Matrix and Tensor Completion via Adaptive Sampling NIPS 2013
Sparse nonnegative deconvolution for compressive calcium imaging: algorithms and phase transitions NIPS 2013
Designed Measurements for Vector Count Data NIPS 2013
Blind Calibration in Compressed Sensing using Message Passing Algorithms NIPS 2013
Compressed Hashing CVPR 2013
Adaptive Compressed Tomography Sensing CVPR 2013
CPRL -- An Extension of Compressive Sensing to the Phase Retrieval Problem NIPS 2012
Compressive Sensing MRI with Wavelet Tree Sparsity NIPS 2012
Exact and Stable Recovery of Sequences of Signals with Sparse Increments via Differential _1-Minimization NIPS 2012
SpaRCS: Recovering low-rank and sparse matrices from compressive measurements NIPS 2011
Sparse Recovery with Brownian Sensing NIPS 2011
Universal low-rank matrix recovery from Pauli measurements NIPS 2011
Guaranteed Rank Minimization via Singular Value Projection NIPS 2010
Compressed Least-Squares Regression NIPS 2009
Multi-Label Prediction via Compressed Sensing NIPS 2009
Orthogonal Matching Pursuit From Noisy Random Measurements: A New Analysis NIPS 2009
Reconstruction of Sparse Circuits Using Multi-neuronal Excitation (RESCUME) NIPS 2009
Asymptotic Analysis of MAP Estimation via the Replica Method and Compressed Sensing NIPS 2009
Inferring rankings under constrained sensing NIPS 2008
Sparse Signal Recovery Using Markov Random Fields NIPS 2008
Compressed Regression NIPS 2007