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