Simon Bartels

According to our database, Simon Bartels authored at least 6 papers between 2016 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Kernel-Matrix Determinant Estimates from stopped Cholesky Decomposition.

Simon Bartels, Wouter Boomsma, Jes Frellsen, Damien Garreau

J. Mach. Learn. Res., 2023

Adaptive Cholesky Gaussian Processes.

Simon Bartels, Kristoffer Stensbo-Smidt, Pablo Moreno-Muñoz, Wouter Boomsma, Jes Frellsen, Søren Hauberg

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023

2020

Conjugate Gradients for Kernel Machines.

Simon Bartels, Philipp Hennig

J. Mach. Learn. Res., 2020

2019

Probabilistic linear solvers: a unifying view.

Simon Bartels, Jon Cockayne, Ilse C. F. Ipsen, Philipp Hennig

Stat. Comput., 2019

2017

Fast Bayesian Optimization of Machine Learning Hyperparameters on Large Datasets.

Aaron Klein, Stefan Falkner, Simon Bartels, Philipp Hennig, Frank Hutter

Proceedings of the 20th International Conference on Artificial Intelligence and Statistics, 2017

2016

Probabilistic Approximate Least-Squares.

Simon Bartels, Philipp Hennig

Proceedings of the 19th International Conference on Artificial Intelligence and Statistics, 2016