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Mark A. Davenport, Ph.D. - Publications

Affiliations: 
2010 Rice University, Houston, TX 
Area:
Electronics and Electrical Engineering, Applied Mechanics, Statistics
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44 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2020 O'Shaughnessy MR, Davenport MA, Rozell CJ. Sparse Bayesian Learning With Dynamic Filtering for Inference of Time-Varying Sparse Signals Ieee Transactions On Signal Processing. 68: 388-403. DOI: 10.1109/Tsp.2019.2961229  0.657
2020 McRae AD, Davenport MA. Low-rank matrix completion and denoising under Poisson noise Information and Inference: a Journal of the Ima. DOI: 10.1093/Imaiai/Iaaa020  0.301
2019 Moore MG, Davenport MA. Estimation of Poisson Arrival Processes Under Linear Models Ieee Transactions On Information Theory. 65: 3555-3564. DOI: 10.1109/Tit.2018.2889489  0.305
2019 Karnik S, Zhu Z, Wakin MB, Romberg J, Davenport MA. The fast Slepian transform Applied and Computational Harmonic Analysis. 46: 624-652. DOI: 10.1016/J.Acha.2017.07.005  0.752
2019 Cheng C, Rashidi A, Davenport MA, Anderson DV. Evaluation of Software and Hardware Settings for Audio-Based Analysis of Construction Operations International Journal of Civil Engineering. 17: 1469-1480. DOI: 10.1007/S40999-019-00409-2  0.337
2018 LaGrow TJ, Moore MG, Prasad JA, Davenport MA, Dyer EL. Approximating Cellular Densities from High-Resolution Neuroanatomical Imaging Data. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2018: 1-4. PMID 30440243 DOI: 10.1109/EMBC.2018.8512220  0.533
2018 Zhu Z, Karnik S, Wakin MB, Davenport MA, Romberg J. ROAST: Rapid Orthogonal Approximate Slepian Transform Ieee Transactions On Signal Processing. 66: 5887-5901. DOI: 10.1109/Tsp.2018.2872002  0.668
2018 Xu H, Yu L, Davenport MA, Zha H. A Unified Framework for Manifold Landmarking Ieee Transactions On Signal Processing. 66: 5563-5576. DOI: 10.1109/Tsp.2018.2869116  0.322
2018 Zhu Z, Karnik S, Davenport MA, Romberg J, Wakin MB. The Eigenvalue Distribution of Discrete Periodic Time-Frequency Limiting Operators Ieee Signal Processing Letters. 25: 95-99. DOI: 10.1109/Lsp.2017.2751578  0.59
2017 Rashidi A, Davenport MA, Anderson DV, Cheng C, Sabillon CA. Achievements and challenges in audio-based modeling of construction job sites The Journal of the Acoustical Society of America. 141: 3917-3917. DOI: 10.1121/1.4988845  0.353
2017 Cheng C, Rashidi A, Davenport MA, Anderson DV. Activity analysis of construction equipment using audio signals and support vector machines Automation in Construction. 81: 240-253. DOI: 10.1016/J.Autcon.2017.06.005  0.405
2016 Davenport MA, Massimino AK, Needell D, Woolf T. Constrained Adaptive Sensing Ieee Transactions On Signal Processing. 64: 5437-5449. DOI: 10.1109/Tsp.2016.2597130  0.407
2016 Davenport MA, Romberg J. An Overview of Low-Rank Matrix Recovery from Incomplete Observations Ieee Journal On Selected Topics in Signal Processing. 10: 608-622. DOI: 10.1109/Jstsp.2016.2539100  0.68
2014 Willett RM, Duarte MF, Davenport MA, Baraniuk RG. Sparsity and structure in hyperspectral imaging : Sensing, reconstruction, and target detection Ieee Signal Processing Magazine. 31: 116-126. DOI: 10.1109/Msp.2013.2279507  0.677
2014 Davenport MA, Plan Y, van den Berg E, Wootters M. 1-Bit matrix completion Information and Inference. 3: 189-223. DOI: 10.1093/Imaiai/Iau006  0.363
2013 Davenport MA, Needell D, Wakin MB. Signal space CoSaMP for sparse recovery with redundant dictionaries Ieee Transactions On Information Theory. 59: 6820-6829. DOI: 10.1109/Tit.2013.2273491  0.71
2013 Arias-Castro E, Candes EJ, Davenport MA. On the fundamental limits of adaptive sensing Ieee Transactions On Information Theory. 59: 472-481. DOI: 10.1109/Tit.2012.2215837  0.425
2013 Candès EJ, Davenport MA. How well can we estimate a sparse vector? Applied and Computational Harmonic Analysis. 34: 317-323. DOI: 10.1016/J.Acha.2012.08.010  0.377
2013 Cohen A, Davenport MA, Leviatan D. On the Stability and Accuracy of Least Squares Approximations Foundations of Computational Mathematics. 13: 819-834. DOI: 10.1007/S10208-013-9142-3  0.321
2012 Davenport MA, Laska JN, Treichler JR, Baraniuk RG. The pros and cons of compressive sensing for wideband signal acquisition: Noise folding versus dynamic range Ieee Transactions On Signal Processing. 60: 4628-4642. DOI: 10.1109/Tsp.2012.2201149  0.794
2012 Schnelle SR, Slavinsky JP, Boufounos PT, Davenport MA, Baraniuk RG. A compressive phase-locked loop Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 2885-2888. DOI: 10.1109/ICASSP.2012.6288519  0.547
2012 Davenport MA, Needell D, Wakin MB. CoSaMP with redundant dictionaries Conference Record - Asilomar Conference On Signals, Systems and Computers. 263-267. DOI: 10.1109/ACSSC.2012.6489003  0.67
2012 Davenport MA, Wakin MB. Compressive sensing of analog signals using discrete prolate Spheroidal Sequences Applied and Computational Harmonic Analysis. 33: 438-472. DOI: 10.1016/J.Acha.2012.02.005  0.683
2011 Xu L, Davenport MA, Turner MA, Sun T, Kelly KF. Compressive echelle spectroscopy Proceedings of Spie - the International Society For Optical Engineering. 8165. DOI: 10.1117/12.894191  0.331
2011 Slavinsky JP, Laska JN, Davenport MA, Baraniuk RG. The compressive multiplexer for multi-channel compressive sensing Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 3980-3983. DOI: 10.1109/ICASSP.2011.5947224  0.771
2011 Laska JN, Boufounos PT, Davenport MA, Baraniuk RG. Democracy in action: Quantization, saturation, and compressive sensing Applied and Computational Harmonic Analysis. 31: 429-443. DOI: 10.1016/J.Acha.2011.02.002  0.803
2010 Davenport MA, Baraniuk RG, Scott CD. Tuning support vector machines for minimax and Neyman-Pearson classification. Ieee Transactions On Pattern Analysis and Machine Intelligence. 32: 1888-98. PMID 20724764 DOI: 10.1109/Tpami.2010.29  0.544
2010 Davenport MA, Hegde C, Duarte MF, Baraniuk RG. Joint manifolds for data fusion. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 19: 2580-94. PMID 20550996 DOI: 10.1109/Tip.2010.2052821  0.698
2010 Davenport MA, Wakin MB. Analysis of orthogonal matching pursuit using the restricted isometry property Ieee Transactions On Information Theory. 56: 4395-4401. DOI: 10.1109/Tit.2010.2054653  0.645
2010 Davenport MA, Schnelle SR, Slavinsky JP, Baraniuk RG, Wakin MB, Boufounos PT. A wideband compressive radio receiver Proceedings - Ieee Military Communications Conference Milcom. 1193-1198. DOI: 10.1109/MILCOM.2010.5680108  0.68
2010 Davenport MA, Boufounos PT, Wakin MB, Baraniuk RG. Signal processing with compressive measurements Ieee Journal On Selected Topics in Signal Processing. 4: 445-460. DOI: 10.1109/Jstsp.2009.2039178  0.753
2010 Schnelle SR, Laska JN, Hegde C, Duarte MF, Davenport MA, Baraniuk RG. Texas hold 'em algorithms for distributed compressive sensing Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 2886-2889. DOI: 10.1109/ICASSP.2010.5496168  0.785
2010 Davenport MA, Hegde C, Duarte MF, Baraniuk RG. High-dimensional data fusion via joint manifold learning Aaai Fall Symposium - Technical Report. 20-27.  0.662
2009 Laska JN, Davenport MA, Baraniuk RG. Exact signal recovery from sparsely corrupted measurements through the pursuit of justice Conference Record - Asilomar Conference On Signals, Systems and Computers. 1556-1560. DOI: 10.1109/ACSSC.2009.5470141  0.783
2009 Davenport MA, Duarte MF, Eldar YC, Kutyniok G. Introduction to compressed sensing Compressed Sensing: Theory and Applications. 1-64. DOI: 10.1017/CBO9780511794308.002  0.63
2009 Davenport MA, Baraniuk RG. Sparse geodesic paths Aaai Fall Symposium - Technical Report. 2-9.  0.546
2008 Duarte MF, Davenport MA, Takbar D, Laska JN, Sun T, Kelly KF, Baraniuk RG. Single-pixel imaging via compressive sampling: Building simpler, smaller, and less-expensive digital cameras Ieee Signal Processing Magazine. 25: 83-91. DOI: 10.1109/Msp.2007.914730  0.773
2008 Baraniuk R, Davenport M, DeVore R, Wakin M. A simple proof of the restricted isometry property for random matrices Constructive Approximation. 28: 253-263. DOI: 10.1007/S00365-007-9003-X  0.704
2007 Davenport MA, Duarte MF, Wakin MB, Laska JN, Takhar D, Kelly KF, Baraniuk RG. The smashed filter for compressive classification and target recognition Proceedings of Spie - the International Society For Optical Engineering. 6498. DOI: 10.1117/12.714460  0.77
2007 Davenport MA, Baraniuk RG, Scott CD. Minimax support vector machines Ieee Workshop On Statistical Signal Processing Proceedings. 630-634. DOI: 10.1109/SSP.2007.4301335  0.471
2007 Davenport MA, Baraniuk RG, Scott CD. Learning minimum volume sets with support vector machines Proceedings of the 2006 16th Ieee Signal Processing Society Workshop On Machine Learning For Signal Processing, Mlsp 2006. 301-306. DOI: 10.1109/MLSP.2006.275565  0.501
2006 Duarte MF, Davenport MA, Wakin MB, Laska JN, Takhar D, Kelly KF, Baraniuk RG. Multiscale random projections for compressive classification Proceedings - International Conference On Image Processing, Icip. 6: VI161-VI164. DOI: 10.1109/ICIP.2007.4379546  0.763
2006 Davenport MA, Baraniuk RG, Scott CD. Controlling false alarms with support vector machines Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 5.  0.48
2006 Duarte MF, Davenport MA, Wakin MB, Baraniuk RG. Sparse signal detection from incoherent projections Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 3: III305-III308.  0.789
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