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Mark Davenport

  • Assistant Professor in Electrical & Computer Engineering
  • Georgia Instititue of Technology
  • 44PublicationsNumber of items in Mark's My Publications folder on Mendeley.
  • 25Followers

Research interests

Signal processing Sparsity and low-dimensional models Compressive sensing Low-rank matrix recovery

About

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. He joined the Georgia Tech faculty in July 2012 as a member of the Center for Signal and Image Processing. Dr. Davenport's research interests include compressive sensing, low-rank matrix recovery, nonlinear approximation, and the application of low-dimensional signal models in signal processing and machine learning. Dr. Davenport shared the Hershel M. Rich Invention Award in 2007 for his work on the single-pixel camera and compressive sensing, and in 2011 he received the Ralph Budd Thesis Award from Rice University.

Followers (25)

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Following (19)

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Publications (5)

  • Compressive binary search

    • Davenport M
    • Arias-Castro E
    N/AReaders
    N/ACitations
  • Compressive Echelle spectroscopy

    • Xu L
    • Davenport M
    • Turner M
    • et al.
    N/AReaders
    N/ACitations
    Get full text
  • On the fundamental limits of adaptive sensing

    • Arias-Castro E
    • Candès E
    • Davenport M
    N/AReaders
    N/ACitations
  • On the stability and accuracy of least squares approximations

    • Cohen A
    • Davenport M
    • Leviatan D
    N/AReaders
    N/ACitations
  • Digital signal processing

    • Davenport M
    N/AReaders
    N/ACitations

Professional experience

Assistant Professor in Electrical & Computer Engineering

Georgia Instititue of Technology

July 2012 - Present

NSF Postdoctoral Research Fellow

Stanford University, Department of Statistics

September 2010 - June 2012(2 years)

Research Visitor

Université Pierre et Marie Curie, Laboratoire Jacques-Louis Lions

May 2011 - August 2011(3 months)

Education

Ph.D. in Electrical and Computer Engineering

Rice University

May 2007 - December 2010(4 years)

M.S. in Electrical and Computer Engineering

Rice University

August 2004 - May 2007(3 years)

B.S.E.E. in Electrical and Computer Engineering

Rice University

August 2000 - May 2004(4 years)

B.A. in Managerial Studies

Rice University

August 2000 - May 2004(4 years)