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Using Linear Algebra Techniques to accelerate Gaussian Process Regression

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BoostedGPR

Using Linear Algebra Techniques to accelerate Gaussian Process Regression

Basic Linear Algebra

  • Cholesky Decomposition
  • Matrix Inversion
  • Linear System Problems
  • Singular Value Decomposition
  • Probabilistic Methods

Preconditioning

  • Incomplete Cholesky
  • Incomplete LU
  • Preconditioned Conjugate Gradient

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