Tucker tensor analysis of Matern functions in spatial statistics

Low-rank Tucker tensor methods in spatial statistics

  1. Motivation: improve statistical models
  2. Motivation: disadvantages of matrices
  3. Tools: Tucker tensor format
  4. Tensor approximation of Matern covariance function via FFT
  5. Typical statistical operations in Tucker tensor format
  6. Numerical experiments


    Conference/Event Name
    SIAM UQ 2018 Conference
Permanent link to this record