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Photo file: 
Mark Davenport
Full name: 
Mark Andrew Davenport
Job title: 
Technical Interest Groups: Digital Signal Processing
Email address: 
Work phone: 
Cent 5212

Dr. Davenport received the B.S.E.E. (2004), M.S. (2007), and Ph.D. (2010) degrees in Electrical and Computer Engineering, all from Rice University. He spent 2010 to 2012 as an NSF Mathematical Sciences Postdoctoral Research Fellow in the Department of Statistics at Stanford University and the summer of 2011 as a visitor at the Laboratoire Jacques-Louis Lions, Université Pierre et Marie Curie.

In 2012, Dr. Davenport joined the faculty in the School of ECE at Georgia Tech. He is a recipient of a Sloan Research Fellowship (2017), the National Science Foundation CAREER Award (2014), and the Air Force Office of Scientific Research Young Investigator Award (2014). He has received numerous teaching awards, and currently serves as an Associate Editor for IEEE Transactions on Signal Processing.

Research interests: 
  • Signal processing
  • Statistical inference
  • Machine learning
  • Low-dimensional models
  • Sloan Research Fellowship (2017)
  • Class of 1940 W. Roane Beard Outstanding Teacher Award (2017)
  • IEEE Signal Processing Society Best Paper Award (2015)
  • CETL/BP Junior Faculty Teaching Excellence Award (2016)
  • Richard M. Bass Outstanding Teacher Award (2015)
  • NSF CAREER Award (2014)
  • AFOSR Young Investigator Award (2014)
  • Ralph Budd Award for Best Thesis in the School of Engineering at Rice University (2011)

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.

M. A. Davenport, M. F. Duarte, Y. C. Eldar, and G. Kutyniok, “Introduction to compressed sensing,” in Compressed Sensing: Theory and Applications, Cambridge University Press, 2012.

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.

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.

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.

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.

Last revised August 2, 2022