Simon Bartels

According to our database1, Simon Bartels authored at least 9 papers between 2016 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

2016
2017
2018
2019
2020
2021
2022
2023
2024
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4
2
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Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

On csauthors.net:

Bibliography

2024
A systematic analysis of regression models for protein engineering.
PLoS Comput. Biol., 2024

A Continuous Relaxation for Discrete Bayesian Optimization.
CoRR, 2024

A survey and benchmark of high-dimensional Bayesian optimization of discrete sequences.
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

2023
Kernel-Matrix Determinant Estimates from stopped Cholesky Decomposition.
J. Mach. Learn. Res., 2023

Adaptive Cholesky Gaussian Processes.
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023

2020
Conjugate Gradients for Kernel Machines.
J. Mach. Learn. Res., 2020

2019
Probabilistic linear solvers: a unifying view.
Stat. Comput., 2019

2017
Fast Bayesian Optimization of Machine Learning Hyperparameters on Large Datasets.
Proceedings of the 20th International Conference on Artificial Intelligence and Statistics, 2017

2016
Probabilistic Approximate Least-Squares.
Proceedings of the 19th International Conference on Artificial Intelligence and Statistics, 2016


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