research
∙
02/22/2022
Adaptive Cholesky Gaussian Processes
We present a method to fit exact Gaussian process models to large datase...
share
research
∙
07/22/2021
Kernel-Matrix Determinant Estimates from stopped Cholesky Decomposition
Algorithms involving Gaussian processes or determinantal point processes...
research
∙
11/14/2019
Conjugate Gradients for Kernel Machines
Regularized least-squares (kernel-ridge / Gaussian process) regression i...
research
∙
10/08/2018
Probabilistic Linear Solvers: A Unifying View
Several recent works have developed a new, probabilistic interpretation ...
research
∙
05/23/2016
