## Journal Papers

- H. Xu, L. Yu, M. A. Davenport, and H. Zha,
“Active manifold learning via a unified framework for manifold landmarking.”
*Preprint*, 2017. - C.-F. Cheng, A. Rashidi, M. A. Davenport, D. V. Anderson, and C. Sabillon,
“Software and hardware requirements for audio-based analysis of construction operations.”
*Preprint*, 2017. -
Z. Zhu, S. Karnik, M. A. Davenport, J. Romberg, and M. B. Wakin,
“The eigenvalue distribution of discrete periodic time-frequency limiting operators.”
to appear in
*IEEE Signal Processing Letters*, 2017. [arXiv] -
S. Karnik, Z. Zhu, M. B. Wakin, J. Romberg, and M. A. Davenport,
“The Fast Slepian Transform.”
to appear in
*Applied and Computational Harmonic Analysis*, 2017. [arXiv] -
C.-F. Cheng, A. Rashidi, M. A. Davenport, and D. V. Anderson,
“Activity analysis of construction equipment using audio signals and support vector machines”
*Automation in Construction*, 81, pp. 240-253, September 2017. [Ungated] -
M. A. Davenport, A. K. Massimino, D. Needell, and T. Woolf,
“Constrained adaptive sensing.”
*IEEE Trans. on Signal Processing*, 64(20), pp. 5437-5449, October 2016. [arXiv] -
M. A. Davenport and J. Romberg,
“An overview of low-rank matrix recovery from incomplete observations,”
*IEEE J. of Selected Topics in Signal Processing*, 10(4), pp. 608-622, June 2016. [arXiv] -
M. A. Davenport, Y. Plan, E. van den Berg, and M. Wootters,
“1-bit matrix completion,”
*Information and Inference*, 3(3), pp. 189-223, September 2014. [arXiv] -
R. Willett, M. F. Duarte, M. A. Davenport, and R. G. Baraniuk,
"Sparsity and structure in hyperspectral imaging: Sensing, reconstruction, and target detection,"
*IEEE Signal Processing Magazine*, 31(1), pp. 116-126, January 2014. [Ungated] -
A. Cohen, M. A. Davenport, and D. Leviatan,
"On the stability and accuracy of least squares approximations,"
*Foundations of Computational Mathematics*, 13(5), pp. 819-834, October 2013. [arXiv] -
M. A. Davenport, D. Needell, and M. B. Wakin,
"Signal Space CoSaMP for Sparse Recovery with Redundant Dictionaries,"
*IEEE Trans. on Information Theory*, 59(10), pp. 6820-6829, October 2013. [arXiv] -
E. J. Candès and M. A. Davenport,
"How well can we estimate a sparse vector?"
*Applied and Computational Harmonic Analysis*, 34(2), pp. 317-323, March 2013. [arXiv] -
E. Arias-Castro, E. J. Candès, and M. A. Davenport,
"On the fundamental limits of adaptive sensing,"
*IEEE Trans. on Information Theory*, 59(1), pp. 472-481, January 2013. [arXiv] -
M. A. Davenport and M. B. Wakin,
"Compressive sensing of analog signals using discrete prolate spheroidal sequences,"
*Applied and Computational Harmonic Analysis*, 33(3), pp. 438-472, November 2012. [arXiv] -
M. A. Davenport, J. N. Laska, J. R. Treichler, and R. G. Baraniuk,
"The pros and cons of compressive sensing for wideband signal acquisition: Noise folding vs. dynamic range,"
*IEEE Trans. on Signal Processing*, 60(9), September 2012. [arXiv] -
J. N. Laska, P. T. Boufounos, M. A. Davenport, and R. G. Baraniuk,
"Democracy in action: Quantization, saturation, and compressive sensing,"
*Applied and Computational Harmonic Analysis*, 31(3) pp. 429-443, November 2011. [Ungated] -
M. A. Davenport, C. Hegde, M. F. Duarte, and R. G. Baraniuk,
"Joint manifolds for data fusion,"
*IEEE Trans. on Image Processing*, 19(10) pp. 2580-2594, October 2010. [Ungated] -
M. A. Davenport, R. G. Baraniuk, and C. D. Scott,
"Tuning support vector machines for minimax and Neyman-Pearson classification,"
*IEEE Trans. on Pattern Analysis and Machine Intelligence*, 32(10) pp. 1888-1898, October 2010. [Ungated] -
M. A. Davenport and M. B. Wakin,
"Analysis of orthogonal matching pursuit using the restricted isometry property,"
*IEEE Trans. on Information Theory*, 56(9) pp. 4395-4401, September 2010. [arXiv] -
M. A. Davenport, P. T. Boufounos, M. B. Wakin, and R. G. Baraniuk,
"Signal processing with compressive measurements,"
*IEEE J. of Selected Topics in Signal Processing*, 4(2) pp. 445-460, April 2010. [Ungated] -
R. G. Baraniuk, M. A. Davenport, R. A. DeVore, and M. B. Wakin,
"A simple proof of the restricted isometry property for random matrices,"
*Constructive Approximation*, 28(3) pp. 253-263, December 2008. [Ungated] -
M. F. Duarte, M. A. Davenport, D. Takhar, J. N. Laska, T. Sun, K. F. Kelly, and R. G. Baraniuk,
"Single-pixel imaging via compressive sampling,"
*IEEE Signal Processing Magazine*, 25(2) pp. 83-91, March 2008. [Ungated] -
C. D. Scott and M. A. Davenport,
"Regression level set estimation via cost-sensitive classification,"
*IEEE Trans. on Signal Processing*, 55 (6) pp. 2752-2757, June 2007. [Ungated]