Mark A. Davenport, Ph.D. - Publications

Affiliations: 
2010 Rice University, Houston, TX 
Area:
Electronics and Electrical Engineering, Applied Mechanics, Statistics

40 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
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  0.48
2016 Moore MG, Davenport MA. A Hawkes' eye view of network information flow Ieee Workshop On Statistical Signal Processing Proceedings. 2016. DOI: 10.1109/SSP.2016.7551779  0.92
2016 Moore MG, Davenport MA. Analysis of wireless networks using Hawkes processes Ieee Workshop On Signal Processing Advances in Wireless Communications, Spawc. 2016. DOI: 10.1109/SPAWC.2016.7536795  0.92
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  0.92
2016 Moore MG, Massimino AK, Davenport MA. Randomized multi-pulse time-of-flight mass spectrometry 2015 Ieee 6th International Workshop On Computational Advances in Multi-Sensor Adaptive Processing, Camsap 2015. 361-364. DOI: 10.1109/CAMSAP.2015.7383811  0.92
2015 Xu H, Zha H, Li RC, Davenport MA. Active manifold learning via gershgorin circle guided sample selection Proceedings of the National Conference On Artificial Intelligence. 4: 3108-3114.  0.92
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  0.92
2014 Xu H, Zha H, Davenport MA. Manifold based dynamic texture synthesis from extremely few samples Proceedings of the Ieee Computer Society Conference On Computer Vision and Pattern Recognition. 3019-3026. DOI: 10.1109/CVPR.2014.386  0.92
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  0.92
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  0.92
2013 Wootters M, Plan Y, Davenport MA, Van Den Berg E. Lower bounds for quantized matrix completion Ieee International Symposium On Information Theory - Proceedings. 296-300. DOI: 10.1109/ISIT.2013.6620235  0.92
2013 Davenport MA. Lost without a compass: Nonmetric triangulation and landmark multidimensional scaling 2013 5th Ieee International Workshop On Computational Advances in Multi-Sensor Adaptive Processing, Camsap 2013. 13-16. DOI: 10.1109/CAMSAP.2013.6713995  0.92
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  0.92
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  0.92
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  0.92
2012 Davenport MA, Arias-Castro E. Compressive binary search Ieee International Symposium On Information Theory - Proceedings. 1827-1831. DOI: 10.1109/ISIT.2012.6283595  0.92
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  0.92
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  0.92
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  0.92
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  0.92
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  0.92
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  1
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  1
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  1
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  1
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  0.92
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  1
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  1
2010 Davenport MA, Hegde C, Duarte MF, Baraniuk RG. High-dimensional data fusion via joint manifold learning Aaai Fall Symposium - Technical Report. 20-27.  0.92
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  1
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  0.92
2009 Davenport MA, Baraniuk RG. Sparse geodesic paths Aaai Fall Symposium - Technical Report. 2-9.  1
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  1
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  1
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  1
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  1
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  1
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  1
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.  1
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.  1
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