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@Article{achlioptas2003database,
Title = {Database-friendly random projections: Johnson-Lindenstrauss with binary coins},
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Date-added = {2016-01-12 16:55:13 +0000},
Date-modified = {2016-01-12 16:55:13 +0000},
Publisher = {Elsevier}
}
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Title = {Breaking the coherence barrier: A new theory for compressed sensing},
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Journal = {arXiv preprint arXiv:1302.0561v3},
Year = {2013}
}
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Title = {Breaking the coherence barrier: asymptotic incoherence and asymptotic sparsity in compressed sensing},
Author = {Adcock, Ben and Hansen, Anders C and Poon, Clarice and Roman, Bogdan},
Journal = {preprint},
Year = {2013}
}
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Title = {Graph sketches: sparsification, spanners, and subgraphs},
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}
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Title = {Learning-Based Near-Optimal Area-Power Trade-offs in Hardware Design for Neural Signal Acquisition},
Author = {Aprile, Cosimo and Baldassarre, Luca and Gupta, Vipul and Yoo, Juhwan and Shoaran, Mahsa and Leblebici, Yusuf and Cevher, Volkan},
Booktitle = {26th edition of GLSVLSI},
Year = {2016},
Address = {Boston, MA},
Owner = {jmscarlett},
Timestamp = {2016.03.30}
}
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Author = {Bah, Bubacarr and Baldassarre, Luca and Cevher, Volkan},
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Year = {2014},
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Date-modified = {2016-01-12 16:43:15 +0000}
}
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Title = {Metric learning with rank and sparsity constraints},
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Booktitle = {IEEE Int. Conf. Acoustics, Speech, and Sig. Proc. (ICASSP)},
Year = {2014},
Month = {May},
Pages = {21-25},
Bdsk-url-1 = {http://dx.doi.org/10.1109/ICASSP.2014.6853550},
Doi = {10.1109/ICASSP.2014.6853550}
}
@Unpublished{baldassarre2013group,
Title = {Group-sparse model selection: Hardness and relaxations},
Author = {Baldassarre, Luca and Bhan, Nirav and Cevher, Volkan and Kyrillidis, Anastasios and Satpathi, Siddhartha},
Note = {http://arxiv.org/abs/1303.3207},
Year = {2013}
}
@Unpublished{baldassarre2015learning,
Title = {Learning-based Compressive Subsampling},
Author = {Luca Baldassarre and Yen-Huan Li and Jonathan Scarlett and Baran G\"ozc\"u and Ilija Bogunovic and Volkan Cevher},
Note = {accepted to \emph{IEEE J. Sel. Topics Sig. Proc.}},
Year = {2016},
Owner = {jmscarlett},
Timestamp = {2016.01.06}
}
@Article{baranuik2010model,
Title = {Model-Based Compressive Sensing},
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Title = {Low-dimensional models for dimensionality reduction and signal recovery: A geometric perspective},
Author = {Baraniuk, Richard G and Cevher, Volkan and Wakin, Michael B},
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Publisher = {IEEE}
}
@Unpublished{bastounis2014absence,
Title = {On the absence of the {RIP} in real-world applications of compressed sensing and the {RIP} in levels},
Author = {Bastounis, Alexander and Hansen, Anders C},
Note = {http://arxiv.org/abs/1411.4449},
Year = {2014}
}
@Unpublished{bastounis2014levels,
Title = {On the absence of the {RIP} in real-world applications of compressed sensing and the {RIP} in levels},
Author = {Alexander Bastounis and Anders C. Hansen},
Note = {http://arxiv.org/abs/1411.4449},
Year = {2014},
Owner = {jmscarlett},
Timestamp = {2015.07.23}
}
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Title = {What's the frequency, {K}enneth?: Sublinear {F}ourier sampling off the grid},
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Journal = {Acta Numer.},
Year = {2006},
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Volume = {15},
Publisher = {Cambridge Univ Press}
}
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Title = {A probabilistic and RIPless theory of compressed sensing},
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Journal = {Information Theory, IEEE Transactions on},
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}
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ISSN = {1053-5888}
}
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Title = {Design and analysis of a hardware-efficient compressed sensing architecture for data compression in wireless sensors},
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@Unpublished{chen2012communications,
Title = {Communications inspired linear discriminant analysis},
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Note = {http://arxiv.org/abs/1206.6397},
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@Unpublished{chun2016cs,
Title = {Compressed sensing and parallel acquisition},
Author = {Il Yong Chun and Ben Adcock},
Note = {http://arxiv.org/abs/1601.06214},
Year = {2016},
Owner = {jmscarlett},
Timestamp = {2016.03.30}
}
@Unpublished{chun2016optimal,
Title = {Optimal Sparse Recovery for Multi-Sensor Measurements},
Author = {Il Yong Chun and Ben Adcock},
Note = {http://arxiv.org/abs/1603.06934},
Year = {2016},
Owner = {jmscarlett},
Timestamp = {2016.03.30}
}
@Article{cotter2005sparse,
Title = {Sparse solutions to linear inverse problems with multiple measurement vectors},
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Year = {2005},
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Date-added = {2016-01-12 16:42:33 +0000},
Date-modified = {2016-01-12 16:42:33 +0000},
Publisher = {IEEE}
}
@Article{elad2007optimized,
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Year = {2007},
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Year = {2012},
Bdsk-url-1 = {http://dx.doi.org/10.1109/FOCS.2012.55},
Doi = {10.1109/FOCS.2012.55},
ISSN = {0272-5428},
Keywords = {approximation theory;combinatorial mathematics;functions;greedy algorithms;matrix algebra;optimisation;search problems;Pade approximants;approximation ratio;coverage functions;greedy algorithm;local search;matroid constraint;monotone submodular optimization;nonoblivious potential function;optimal combinatorial 1-1/e approximation algorithm;potential function coincide;submodular maximization;tight combinatorial algorithm;Algorithm design and analysis;Approximation algorithms;Approximation methods;Greedy algorithms;Linear programming;Search problems;approximation algorithms;local search;matroids;submodular functions}
}
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@Unpublished{elhalabi2014tu,
Title = {A totally unimodular view of structured sparsity},
Author = {Marwa El Halabi and Volkan Cevher},
Note = {http://arxiv.org/abs/1411.1990},
Year = {2014},
Owner = {jmscarlett},
Timestamp = {2015.08.03}
}
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Year = {2011}
}
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}
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Owner = {jmscarlett},
Timestamp = {2015.07.23}
}
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Year = {2015},
Owner = {jmscarlett},
Timestamp = {2016.01.06}
}
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Title = {Sparsistency of $\ell_1$-Regularized {$M$}-Estimators},
Author = {Li, Yen-Huan and Scarlett, Jonathan and Ravikumar, Pradeep and Cevher, Volkan},
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Year = {2015},
Owner = {jmscarlett},
Timestamp = {2016.01.06}
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Title = {Energy-aware adaptive bi-{L}ipschitz embeddings},
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Year = {2013},
Address = {Bremen, Germany},
Owner = {jmscarlett},
Timestamp = {2015.07.23}
}
@Conference{scarlett16expanders,
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