From 8b206e2b4799e019b8083424f0be005f925ed820 Mon Sep 17 00:00:00 2001 From: eddiebergman Date: Tue, 5 Oct 2021 13:54:33 +0200 Subject: [PATCH 01/11] Fixed and synced references in docs and README --- README.md | 6 +++--- doc/index.rst | 32 +++++++++++++------------------- 2 files changed, 16 insertions(+), 22 deletions(-) diff --git a/README.md b/README.md index c5da781c71..1693b8954c 100644 --- a/README.md +++ b/README.md @@ -49,9 +49,9 @@ arXiv:2007.04074 [cs.LG], 2020 [Link](https://arxiv.org/abs/2007.04074) to publication. ``` -@inproceedings{feurer-arxiv20a, - title = {Auto-Sklearn 2.0: The Next Generation}, - author = {Matthias Feurer, Katharina Eggensperger, Stefan Falkner, Marius Lindauer and Frank Hutter}, +@article{feurer-arxiv20a, + title = {Auto-Sklearn 2.0: Hands-free AutoML via Meta-Learning}, + author = {Feurer, Matthias and Eggensperger, Katharina and Falkner, Stefan and Lindauer, Marius and Hutter, Frank}, booktitle = {arXiv:2007.04074 [cs.LG]}, year = {2020} } diff --git a/doc/index.rst b/doc/index.rst index c205b69579..a982838834 100644 --- a/doc/index.rst +++ b/doc/index.rst @@ -82,17 +82,13 @@ reference to the following paper: Bibtex entry:: - @incollection{NIPS2015_5872, - title = {Efficient and Robust Automated Machine Learning}, - author = {Feurer, Matthias and Klein, Aaron and Eggensperger, Katharina and - Springenberg, Jost and Blum, Manuel and Hutter, Frank}, - booktitle = {Advances in Neural Information Processing Systems 28}, - editor = {C. Cortes and N. D. Lawrence and D. D. Lee and M. Sugiyama and R. Garnett}, - pages = {2962--2970}, - year = {2015}, - publisher = {Curran Associates, Inc.}, - url = {https://papers.nips.cc/paper/5872-efficient-and-robust-automated-machine-learning.pdf} - } + @inproceedings{feurer-neurips15a, + title = {Efficient and Robust Automated Machine Learning}, + author = {Matthias Feurer, Aaron Klein, Katharina Eggensperger, Jost Springenberg, Manuel Blum and Frank Hutter}, + booktitle = {Advances in Neural Information Processing Systems 28 (2015)}, + pages = {2962--2970}, + year = {2015} + } If you are using Auto-sklearn 2.0, please also cite @@ -101,14 +97,12 @@ If you are using Auto-sklearn 2.0, please also cite Bibtex entry:: - @article{ASKL2, - title = {Auto-Sklearn 2.0}, - author = {Feurer, Matthias and Eggensperger, Katharina and - Falkner, Stefan and Lindauer, Marius and Hutter, Frank}, - booktitle = {Advances in Neural Information Processing Systems 28}, - year = {2020}, - journal = {arXiv:2007.04074 [cs.LG]}, - } + @article{feurer-arxiv20a, + title = {Auto-Sklearn 2.0: Hands-free AutoML via Meta-Learning}, + author = {Feurer, Matthias and Eggensperger, Katharina and Falkner, Stefan and Lindauer, Marius and Hutter, Frank}, + journal = {arXiv:2007.04074 [cs.LG]}, + year = {2020}, + } Contributing ************ From 0b0ab28a998e8c7b8cd37b9d0f8a57e3e50bd9cc Mon Sep 17 00:00:00 2001 From: eddiebergman Date: Tue, 5 Oct 2021 14:04:28 +0200 Subject: [PATCH 02/11] Updated to use lastname, firstname and lastname, firstname --- README.md | 18 +++++++++--------- doc/index.rst | 2 +- 2 files changed, 10 insertions(+), 10 deletions(-) diff --git a/README.md b/README.md index 1693b8954c..be6b1ac7cf 100644 --- a/README.md +++ b/README.md @@ -33,11 +33,11 @@ Advances in Neural Information Processing Systems 28 (2015) [Link](https://papers.nips.cc/paper/5872-efficient-and-robust-automated-machine-learning.pdf) to publication. ``` @inproceedings{feurer-neurips15a, - title = {Efficient and Robust Automated Machine Learning}, - author = {Matthias Feurer, Aaron Klein, Katharina Eggensperger, Jost Springenberg, Manuel Blum and Frank Hutter}, - booktitle = {Advances in Neural Information Processing Systems 28 (2015)}, - pages = {2962--2970}, - year = {2015} + title = {Efficient and Robust Automated Machine Learning}, + author = {Feurer, Matthias and Klein, Aaron and Eggensperger, Katharina Springenberg, Jost and Blum, Manuel and Hutter, Frank}, + booktitle = {Advances in Neural Information Processing Systems 28 (2015)}, + pages = {2962--2970}, + year = {2015} } ``` @@ -50,10 +50,10 @@ arXiv:2007.04074 [cs.LG], 2020 [Link](https://arxiv.org/abs/2007.04074) to publication. ``` @article{feurer-arxiv20a, - title = {Auto-Sklearn 2.0: Hands-free AutoML via Meta-Learning}, - author = {Feurer, Matthias and Eggensperger, Katharina and Falkner, Stefan and Lindauer, Marius and Hutter, Frank}, - booktitle = {arXiv:2007.04074 [cs.LG]}, - year = {2020} + title = {Auto-Sklearn 2.0: Hands-free AutoML via Meta-Learning}, + author = {Feurer, Matthias and Eggensperger, Katharina and Falkner, Stefan and Lindauer, Marius and Hutter, Frank}, + booktitle = {arXiv:2007.04074 [cs.LG]}, + year = {2020} } ``` diff --git a/doc/index.rst b/doc/index.rst index a982838834..40064a917d 100644 --- a/doc/index.rst +++ b/doc/index.rst @@ -84,7 +84,7 @@ reference to the following paper: @inproceedings{feurer-neurips15a, title = {Efficient and Robust Automated Machine Learning}, - author = {Matthias Feurer, Aaron Klein, Katharina Eggensperger, Jost Springenberg, Manuel Blum and Frank Hutter}, + author = {Feurer, Matthias and Klein, Aaron and Eggensperger, Katharina Springenberg, Jost and Blum, Manuel and Hutter, Frank}, booktitle = {Advances in Neural Information Processing Systems 28 (2015)}, pages = {2962--2970}, year = {2015} From 091d369025dfb5a5c5c3fe1f4b8a0b0cf14fdaac Mon Sep 17 00:00:00 2001 From: eddiebergman Date: Tue, 5 Oct 2021 14:58:40 +0200 Subject: [PATCH 03/11] done? --- CITATION.cff | 143 +++++++++++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 143 insertions(+) create mode 100644 CITATION.cff diff --git a/CITATION.cff b/CITATION.cff new file mode 100644 index 0000000000..c593d8fa20 --- /dev/null +++ b/CITATION.cff @@ -0,0 +1,143 @@ +--- +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: "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.nips.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: "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" +... + +references: + title: "SMAC3: A Versatile Bayesian Optimization Package for Hyperparameter Optimization" + type: "article" + url: "https://arxiv.org/abs/2109.09831", + month: "9" + year: "2021" + + repository-code: "https://github.com/automl/SMAC3" + created-at: "2016-08-17" + + authors: + - family-names: "Lindauer" + given-names: "Marius" + affiliation: "Leibniz Universität Hannover" + + - family-names: "Eggensperger" + given-names: "Katharina" + orcid: "https://orcid.org/0000-0002-0309-401X" + affiliation: "University of Freiburg, Germany" + + - family-names: "Feurer" + given-names: "Matthias" + orcid: "https://orcid.org/0000-0001-9611-8588" + affiliation: "University of Freiburg, Germany" + + - family-names: "Biedenkapp" + given-names: "André " + orcid: "https://orcid.org/0000-0002-8703-8559" + affiliation: "University of Freiburg, Germany" + + - family-names: "Deng" + given-names: "Difan" + affiliation: "Leibniz Universität Hannover" + + - family-names: "Benjamins" + given-names: "Carolin" + affiliation: "Leibniz Universität Hannover" + + - family-names: "Sass" + given-names: "René" + affiliation: "Leibniz Universität Hannover" + + - family-names: "Hutter" + given-names: "Frank" + affiliation: "University of Freiburg, Germany" From d84589591853ebdfc2af90b7b9d9ac07c975be15 Mon Sep 17 00:00:00 2001 From: eddiebergman Date: Tue, 5 Oct 2021 15:02:39 +0200 Subject: [PATCH 04/11] Citation fixed --- CITATION.cff | 17 ++++++++--------- 1 file changed, 8 insertions(+), 9 deletions(-) diff --git a/CITATION.cff b/CITATION.cff index c593d8fa20..374a801c7f 100644 --- a/CITATION.cff +++ b/CITATION.cff @@ -94,19 +94,17 @@ preferred-citation: - family-names: "Hutter" given-names: "Frank" affiliation: "University of Freiburg, Germany" -... references: - title: "SMAC3: A Versatile Bayesian Optimization Package for Hyperparameter Optimization" - type: "article" - url: "https://arxiv.org/abs/2109.09831", - month: "9" - year: "2021" + - title: "SMAC3: A Versatile Bayesian Optimization Package for Hyperparameter Optimization" + type: "article" + url: "https://arxiv.org/abs/2109.09831" + month: "9" + year: "2021" - repository-code: "https://github.com/automl/SMAC3" - created-at: "2016-08-17" + repository-code: "https://github.com/automl/SMAC3" - authors: + authors: - family-names: "Lindauer" given-names: "Marius" affiliation: "Leibniz Universität Hannover" @@ -141,3 +139,4 @@ references: - family-names: "Hutter" given-names: "Frank" affiliation: "University of Freiburg, Germany" +... From 1f19ee724bcc206ee7eddee7c729fc16273fd1d9 Mon Sep 17 00:00:00 2001 From: eddiebergman Date: Wed, 6 Oct 2021 12:18:05 +0200 Subject: [PATCH 05/11] Removed reference --- CITATION.cff | 45 --------------------------------------------- 1 file changed, 45 deletions(-) diff --git a/CITATION.cff b/CITATION.cff index 374a801c7f..268a0a9b3c 100644 --- a/CITATION.cff +++ b/CITATION.cff @@ -94,49 +94,4 @@ preferred-citation: - family-names: "Hutter" given-names: "Frank" affiliation: "University of Freiburg, Germany" - -references: - - title: "SMAC3: A Versatile Bayesian Optimization Package for Hyperparameter Optimization" - type: "article" - url: "https://arxiv.org/abs/2109.09831" - month: "9" - year: "2021" - - repository-code: "https://github.com/automl/SMAC3" - - authors: - - family-names: "Lindauer" - given-names: "Marius" - affiliation: "Leibniz Universität Hannover" - - - family-names: "Eggensperger" - given-names: "Katharina" - orcid: "https://orcid.org/0000-0002-0309-401X" - affiliation: "University of Freiburg, Germany" - - - family-names: "Feurer" - given-names: "Matthias" - orcid: "https://orcid.org/0000-0001-9611-8588" - affiliation: "University of Freiburg, Germany" - - - family-names: "Biedenkapp" - given-names: "André " - orcid: "https://orcid.org/0000-0002-8703-8559" - affiliation: "University of Freiburg, Germany" - - - family-names: "Deng" - given-names: "Difan" - affiliation: "Leibniz Universität Hannover" - - - family-names: "Benjamins" - given-names: "Carolin" - affiliation: "Leibniz Universität Hannover" - - - family-names: "Sass" - given-names: "René" - affiliation: "Leibniz Universität Hannover" - - - family-names: "Hutter" - given-names: "Frank" - affiliation: "University of Freiburg, Germany" ... From 769c5285476b788ef638e71b55c570f1b6e24c61 Mon Sep 17 00:00:00 2001 From: Matthias Feurer Date: Wed, 3 Nov 2021 09:04:19 +0100 Subject: [PATCH 06/11] Update index.rst --- doc/index.rst | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/doc/index.rst b/doc/index.rst index 40064a917d..ddb4c0bf7d 100644 --- a/doc/index.rst +++ b/doc/index.rst @@ -20,7 +20,7 @@ replacement for a scikit-learn estimator: hyperparameter tuning. It leverages recent advantages in *Bayesian optimization*, *meta-learning* and *ensemble construction*. Learn more about the technology behind *auto-sklearn* by reading our paper published at -`NIPS 2015 `_ +`NIPS 2015 `_ . .. topic:: NEW: Auto-sklearn 2.0 @@ -77,7 +77,7 @@ reference to the following paper: `Efficient and Robust Automated Machine Learning - `_, + `_, Feurer *et al.*, Advances in Neural Information Processing Systems 28 (NIPS 2015). Bibtex entry:: @@ -93,7 +93,7 @@ reference to the following paper: If you are using Auto-sklearn 2.0, please also cite - `Auto-Sklearn 2.0: The Next Generation `_, Feurer *et al.*, (arXiv, 2020). + `Auto-Sklearn 2.0: Hands-free AutoML via Meta-Learning `_, Feurer *et al.*, (arXiv, 2020). Bibtex entry:: From 40b77bfae94819622010601cd1de54517e03e558 Mon Sep 17 00:00:00 2001 From: Eddie Bergman Date: Wed, 3 Nov 2021 11:04:39 +0100 Subject: [PATCH 07/11] Update CITATION.cff Co-authored-by: Matthias Feurer --- CITATION.cff | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/CITATION.cff b/CITATION.cff index 268a0a9b3c..fac9af8825 100644 --- a/CITATION.cff +++ b/CITATION.cff @@ -48,7 +48,7 @@ preferred-citation: collection-title: "Advances in Nerual Infromation Processing Systems 28 (2015)" year: 2015 pages: "2962--2970" - url: "https://papers.nips.cc/paper/5872-efficient-and-robust-automated-machine-learning.pdf" + url: "https://papers.neurips.cc/paper/5872-efficient-and-robust-automated-machine-learning.pdf" publisher: name: "Curran Associates, Inc." From f969d7535f2737edbbb1851ff6dedc9ed5b9b14f Mon Sep 17 00:00:00 2001 From: Eddie Bergman Date: Wed, 3 Nov 2021 11:04:55 +0100 Subject: [PATCH 08/11] Update CITATION.cff Co-authored-by: Matthias Feurer --- CITATION.cff | 4 ++++ 1 file changed, 4 insertions(+) diff --git a/CITATION.cff b/CITATION.cff index fac9af8825..c3bd96edc1 100644 --- a/CITATION.cff +++ b/CITATION.cff @@ -24,6 +24,10 @@ authors: 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" From 36c3d9d99c9a4f87416a4ab8467ada7abbe3b3c4 Mon Sep 17 00:00:00 2001 From: Eddie Bergman Date: Wed, 3 Nov 2021 11:05:01 +0100 Subject: [PATCH 09/11] Update README.md Co-authored-by: Matthias Feurer --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index be6b1ac7cf..2a7908a4af 100644 --- a/README.md +++ b/README.md @@ -30,7 +30,7 @@ If you use auto-sklearn in scientific publications, we would appreciate citation *Matthias Feurer, Aaron Klein, Katharina Eggensperger, Jost Springenberg, Manuel Blum and Frank Hutter* Advances in Neural Information Processing Systems 28 (2015) -[Link](https://papers.nips.cc/paper/5872-efficient-and-robust-automated-machine-learning.pdf) to publication. +[Link](https://papers.neurips.cc/paper/5872-efficient-and-robust-automated-machine-learning.pdf) to publication. ``` @inproceedings{feurer-neurips15a, title = {Efficient and Robust Automated Machine Learning}, From d9b979c39f4fce67d8df618d76deaf5c77cc80ec Mon Sep 17 00:00:00 2001 From: Eddie Bergman Date: Wed, 3 Nov 2021 16:02:19 +0100 Subject: [PATCH 10/11] Update authors --- CITATION.cff | 16 ++++++++++++---- 1 file changed, 12 insertions(+), 4 deletions(-) diff --git a/CITATION.cff b/CITATION.cff index c3bd96edc1..37ae0ca741 100644 --- a/CITATION.cff +++ b/CITATION.cff @@ -24,15 +24,19 @@ authors: 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-name: "Bergman" + given-names: "Edward" + affiliation: "University of Freiburg, Germany" + + - family-name: "Rivera Valverde" + given-names: "Francisco" + affiliation: "University of Freiburg, Germany" + - family-names: "Jost" given-names: "Springenberg" orcid: "https://orcid.org/0000-0002-9392-1006" @@ -98,4 +102,8 @@ preferred-citation: - family-names: "Hutter" given-names: "Frank" affiliation: "University of Freiburg, Germany" + + - family-names: "Klein" + given-names: "Aaron" + affiliation: "University of Freiburg, Germany" ... From 65fb7cd511de2e89043cf9bb65088b056c8ce2c8 Mon Sep 17 00:00:00 2001 From: Matthias Feurer Date: Wed, 3 Nov 2021 16:06:58 +0100 Subject: [PATCH 11/11] Update CITATION.cff --- CITATION.cff | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/CITATION.cff b/CITATION.cff index 37ae0ca741..a4e1395c80 100644 --- a/CITATION.cff +++ b/CITATION.cff @@ -85,6 +85,10 @@ preferred-citation: 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" @@ -102,8 +106,4 @@ preferred-citation: - family-names: "Hutter" given-names: "Frank" affiliation: "University of Freiburg, Germany" - - - family-names: "Klein" - given-names: "Aaron" - affiliation: "University of Freiburg, Germany" ...