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Alex Gittens

  • PhD Student
  • California Institute of Technology
  • 8PublicationsNumber of items in Alex's My Publications folder on Mendeley.
  • 15Followers

Research interests

and nonasymptotic random matrix theory.probability in banach spacescomputational applications of geometric functional analysis

About

Native Barbadian, naturalized US citizen.

Followers (15)

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Following (10)

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Publications (5)

  • Approximate Spectral Clustering via Randomized Sketching

    • Gittens A
    • Boutsidis C
    • Kambadur P
    N/AReaders
    N/ACitations
  • Compact Random Feature Maps

    • Hamid R
    • Xiao Y
    • Gittens A
    • et al.
    N/AReaders
    N/ACitations
  • Revisiting the Nystrom Method for Improved Large-Scale Machine Learning

    • Gittens A
    • Mahoney M
    N/AReaders
    N/ACitations
  • The spectral norm error of the naive Nystrom extension

    • Gittens A
    N/AReaders
    N/ACitations
  • Error Bounds for Random Matrix Approximation Schemes

    • Gittens A
    • Tropp J
    N/AReaders
    N/ACitations

Professional experience

PhD Student

California Institute of Technology

September 2006 - Present

Education

Bachelor of Science in Electrical Engineering, Bachelor of Arts in Mathematics

University of Houston