Simon Bartels

Publications

223

Citations

H-Index

2016

Active since

Affiliations

Max Planck Institute for Intelligent Systems(Current)

Max Planck Society

Simon Bartels is an author at Max Planck Institute for Intelligent Systems specializing in statistical inference, engineering, and artificial intelligence.

ORCID

Top concepts

EngineeringStatistical InferenceData MiningData ScienceDeep LearningRobot LearningComputer ScienceMachine LearningBayesian OptimizationArtificial Intelligence

Publications per year

2016–2024

Publications

Fast Bayesian Optimization of Machine Learning Hyperparameters on Large Datasets

Aaron Klein, Stefan Falkner, Simon Bartels et al. · arXiv (Cornell University) · 2016 · 139 citations · Full text

Artificial Intelligence, Hyperparameter Optimization, Model Optimization +15

Fast Bayesian hyperparameter optimization on large datasets

Aaron Klein, Stefan Falkner, Simon Bartels et al. · Electronic Journal of Statistics · 2017 · 63 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +16

Probabilistic Approximate Least-Squares

Simon Bartels, Philipp Hennig · MPG.PuRe (Max Planck Society) · 2016 · 11 citations

Engineering, Uncertainty Quantification, Probabilistic Analysis +6

A systematic analysis of regression models for protein engineering

Michaël Richard, Jacob Kæstel‐Hansen, Peter Mørch Groth et al. · PLoS Computational Biology · 2024 · 10 citations · Full text

Rows per page

1–4 of 4