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---
cff-version: 1.2.0
message: "If you use auto-sklearn in a scientific publication, we would appreciate a reference to the following paper"
title: "auto-sklearn"
date-released: "2015-07-02"
url: "https://automl.github.io/auto-sklearn/master/"
repository-code: "https://github.com/automl/auto-sklearn"
version: "0.14.0"
type: "software"
keywords:
- "automated machine learning"
- "machine learning"
license: "BSD-3-Clause"
authors:
- family-names: "Feurer"
given-names: "Matthias"
orcid: "https://orcid.org/0000-0001-9611-8588"
affiliation: "University of Freiburg, Germany"
- family-names: "Eggensperger"
given-names: "Katharina"
orcid: "https://orcid.org/0000-0002-0309-401X"
affiliation: "University of Freiburg, Germany"
- family-names: "Bergman"
given-names: "Edward"
affiliation: "University of Freiburg, Germany"
- family-names: "Rivera Valverde"
given-names: "Francisco"
affiliation: "University of Freiburg, Germany"
- family-names: "Jost"
given-names: "Springenberg"
orcid: "https://orcid.org/0000-0002-9392-1006"
affiliation: "University of Freiburg, Germany"
- family-names: "Manuel"
given-names: "Blum"
affiliation: "University of Freiburg, Germany"
- family-names: "Hutter"
given-names: "Frank"
affiliation: "University of Freiburg, Germany"
preferred-citation:
type: "proceedings"
title: "Efficient and Robust Automated Machine Learning"
collection-title: "Advances in Nerual Infromation Processing Systems 28 (2015)"
year: 2015
pages: "2962--2970"
url: "https://papers.neurips.cc/paper/5872-efficient-and-robust-automated-machine-learning.pdf"
publisher:
name: "Curran Associates, Inc."
editors:
- family-names: "Cortes"
given-names: "C."
- family-names: "Lawrence"
given-names: "N."
- family-names: "Lee"
given-names: "D."
- family-names: "Sugiyama"
given-names: "M."
- family-names: "Garnett"
given-names: "R."
authors:
- family-names: "Feurer"
given-names: "Matthias"
orcid: "https://orcid.org/0000-0001-9611-8588"
affiliation: "University of Freiburg, Germany"
- family-names: "Klein"
given-names: "Aaron"
affiliation: "University of Freiburg, Germany"
- family-names: "Eggensperger"
given-names: "Katharina"
orcid: "https://orcid.org/0000-0002-0309-401X"
affiliation: "University of Freiburg, Germany"
- family-names: "Jost"
given-names: "Springenberg"
orcid: "https://orcid.org/0000-0002-9392-1006"
affiliation: "University of Freiburg, Germany"
- family-names: "Manuel"
given-names: "Blum"
affiliation: "University of Freiburg, Germany"
- family-names: "Hutter"
given-names: "Frank"
affiliation: "University of Freiburg, Germany"
...
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