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Author ID: bischl.bernd Recent zbMATH articles by "Bischl, Bernd"
Published as: Bischl, Bernd; Bischl, B.
Homepage: https://www.statistik.uni-muenchen.de/personen/professoren/bischl/index.html
External Links: MGP · ORCID · Wikidata · Google Scholar · dblp · GND

Publications by Year

Citations contained in zbMATH Open

13 Publications have been cited 52 times in 50 Documents Cited by Year
mlr: machine learning in \(\mathbf R\). Zbl 1392.68007
Bischl, Bernd; Lang, Michel; Kotthoff, Lars; Schiffner, Julia; Richter, Jakob; Studerus, Erich; Casalicchio, Giuseppe; Jones, Zachary M.
12
2016
ASlib: a benchmark library for algorithm selection. Zbl 1357.68202
Bischl, Bernd; Kerschke, Pascal; Kotthoff, Lars; Lindauer, Marius; Malitsky, Yuri; Fréchette, Alexandre; Hoos, Holger; Hutter, Frank; Leyton-Brown, Kevin; Tierney, Kevin; Vanschoren, Joaquin
12
2016
Tunability: importance of hyperparameters of machine learning algorithms. Zbl 07049772
Probst, Philipp; Boulesteix, Anne-Laure; Bischl, Bernd
8
2019
A novel feature-based approach to characterize algorithm performance for the traveling salesperson problem. Zbl 1291.90327
Mersmann, Olaf; Bischl, Bernd; Trautmann, Heike; Wagner, Markus; Bossek, Jakob; Neumann, Frank
5
2013
Gradient boosting for distributional regression: faster tuning and improved variable selection via noncyclical updates. Zbl 1384.62139
Thomas, Janek; Mayr, Andreas; Bischl, Bernd; Schmid, Matthias; Smith, Adam; Hofner, Benjamin
4
2018
Probing for sparse and fast variable selection with model-based boosting. Zbl 1397.92020
Thomas, Janek; Hepp, Tobias; Mayr, Andreas; Bischl, Bernd
3
2017
Cell mapping techniques for exploratory landscape analysis. Zbl 1306.90175
Kerschke, Pascal; Preuss, Mike; Hernández, Carlos; Schütze, Oliver; Sun, Jian-Qiao; Grimme, Christian; Rudolph, Günter; Bischl, Bernd; Trautmann, Heike
2
2014
Benchmark for filter methods for feature selection in high-dimensional classification data. Zbl 07135552
Bommert, Andrea; Sun, Xudong; Bischl, Bernd; Rahnenführer, Jörg; Lang, Michel
1
2020
Proceedings of Reisensburg 2014–2015. Zbl 1417.00077
1
2018
A comparative study on large scale kernelized support vector machines. Zbl 1416.68144
Horn, Daniel; Demircioğlu, Aydın; Bischl, Bernd; Glasmachers, Tobias; Weihs, Claus
1
2018
Time series anomaly detection based on shapelet learning. Zbl 07095921
Beggel, Laura; Kausler, Bernhard X.; Schiegg, Martin; Pfeiffer, Michael; Bischl, Bernd
1
2019
OpenML: an R package to connect to the machine learning platform openml. Zbl 07095922
Casalicchio, Giuseppe; Bossek, Jakob; Lang, Michel; Kirchhoff, Dominik; Kerschke, Pascal; Hofner, Benjamin; Seibold, Heidi; Vanschoren, Joaquin; Bischl, Bernd
1
2019
Benchmarking local classification methods. Zbl 1306.65031
Bischl, Bernd; Schiffner, Julia; Weihs, Claus
1
2013
Benchmark for filter methods for feature selection in high-dimensional classification data. Zbl 07135552
Bommert, Andrea; Sun, Xudong; Bischl, Bernd; Rahnenführer, Jörg; Lang, Michel
1
2020
Tunability: importance of hyperparameters of machine learning algorithms. Zbl 07049772
Probst, Philipp; Boulesteix, Anne-Laure; Bischl, Bernd
8
2019
Time series anomaly detection based on shapelet learning. Zbl 07095921
Beggel, Laura; Kausler, Bernhard X.; Schiegg, Martin; Pfeiffer, Michael; Bischl, Bernd
1
2019
OpenML: an R package to connect to the machine learning platform openml. Zbl 07095922
Casalicchio, Giuseppe; Bossek, Jakob; Lang, Michel; Kirchhoff, Dominik; Kerschke, Pascal; Hofner, Benjamin; Seibold, Heidi; Vanschoren, Joaquin; Bischl, Bernd
1
2019
Gradient boosting for distributional regression: faster tuning and improved variable selection via noncyclical updates. Zbl 1384.62139
Thomas, Janek; Mayr, Andreas; Bischl, Bernd; Schmid, Matthias; Smith, Adam; Hofner, Benjamin
4
2018
Proceedings of Reisensburg 2014–2015. Zbl 1417.00077
1
2018
A comparative study on large scale kernelized support vector machines. Zbl 1416.68144
Horn, Daniel; Demircioğlu, Aydın; Bischl, Bernd; Glasmachers, Tobias; Weihs, Claus
1
2018
Probing for sparse and fast variable selection with model-based boosting. Zbl 1397.92020
Thomas, Janek; Hepp, Tobias; Mayr, Andreas; Bischl, Bernd
3
2017
mlr: machine learning in \(\mathbf R\). Zbl 1392.68007
Bischl, Bernd; Lang, Michel; Kotthoff, Lars; Schiffner, Julia; Richter, Jakob; Studerus, Erich; Casalicchio, Giuseppe; Jones, Zachary M.
12
2016
ASlib: a benchmark library for algorithm selection. Zbl 1357.68202
Bischl, Bernd; Kerschke, Pascal; Kotthoff, Lars; Lindauer, Marius; Malitsky, Yuri; Fréchette, Alexandre; Hoos, Holger; Hutter, Frank; Leyton-Brown, Kevin; Tierney, Kevin; Vanschoren, Joaquin
12
2016
Cell mapping techniques for exploratory landscape analysis. Zbl 1306.90175
Kerschke, Pascal; Preuss, Mike; Hernández, Carlos; Schütze, Oliver; Sun, Jian-Qiao; Grimme, Christian; Rudolph, Günter; Bischl, Bernd; Trautmann, Heike
2
2014
A novel feature-based approach to characterize algorithm performance for the traveling salesperson problem. Zbl 1291.90327
Mersmann, Olaf; Bischl, Bernd; Trautmann, Heike; Wagner, Markus; Bossek, Jakob; Neumann, Frank
5
2013
Benchmarking local classification methods. Zbl 1306.65031
Bischl, Bernd; Schiffner, Julia; Weihs, Claus
1
2013
all top 5

Cited by 157 Authors

8 Bischl, Bernd
4 Boulesteix, Anne-Laure Isabeau
4 Hoos, Holger H.
4 Tierney, Kevin
3 Hornung, Roman
3 Hutter, Frank
3 Kerschke, Pascal
3 Lang, Michel
3 Leyton-Brown, Kevin
3 Lindauer, Marius
2 Bommert, Andrea
2 Hepp, Tobias
2 Hofner, Benjamin
2 Hottung, André
2 Kotthoff, Lars
2 Lodi, Andrea
2 Mayr, Andreas
2 Mittelmann, Hans Detlef
2 Probst, Philipp
2 Rahnenführer, Jörg
2 Tanaka, Shunji
2 Vanschoren, Joaquin
1 Achterberg, Tobias
1 Aguirre, Hernán E.
1 Albizri, Abdullah
1 Amadini, Roberto
1 Aspar, Pelin
1 Baatar, Davaatseren
1 Barbaro, Eduardo
1 Barrieu, Pauline M.
1 Bastubbe, Michael
1 Bengio, Yoshua
1 Berthold, Timo
1 Bierman, Stijn M.
1 Bisdom, Kevin
1 Blanco, Víctor
1 Błażewicz, Jacek
1 Bossek, Jakob
1 Bourne, Stephen
1 Bowly, Simon
1 Brockhaus, Sarah
1 Burke, Edmund Kieran
1 Cappozzo, Andrea
1 Carvalho, Iago A.
1 Casalicchio, Giuseppe
1 Chen, YiNing
1 Christophel, Philipp M.
1 Cichenski, Sanja
1 Cosson, Raphaël
1 den Bezemer, Taco
1 Derbel, Bilel
1 Deutz, André H.
1 Eggensperger, Katharina
1 Ellenbach, Nicole
1 Emmerich, Michael T. M.
1 Feragen, Aasa
1 Fitzpatrick, Trevor
1 Fréchette, Alexandre
1 Gabbrielli, Maurizio
1 Gamrath, Gerald
1 Gefeller, Olaf
1 Gleixner, Ambros M.
1 Greselin, Francesca
1 Greven, Sonja
1 Grimme, Christian
1 Groll, Andreas
1 Gupta, Pritha
1 Haddenhorst, Björn
1 Hambuckers, Julien
1 Harris, Chris J.
1 Hendel, Gregor
1 Hotz, Thomas
1 Huang, Fangzhou
1 Huber, Marco F.
1 Huckemann, Stephan F.
1 Hullermeier, Eyke
1 James, Nick
1 Japón, Alberto
1 Jarck, Kati
1 Johnson, Marina
1 Karimi-Mamaghan, Amir Mohammad
1 Karimi-Mamaghan, Maryam
1 Kestler, Hans A.
1 Király, Franz J.
1 Kirchhoff, Dominik
1 Kneib, Thomas
1 Koch, Thorsten
1 Kuhn, Tobias U.
1 Lanz, Fabian
1 Liefooghe, Arnaud
1 Limbeck, Jan
1 Linderoth, Jeff T.
1 Louveaux, Quentin
1 Lübbecke, Marco E.
1 Makariou, Despoina
1 Malitsky, Yuri
1 Mauro, Jacopo
1 Menzies, Max
1 Meyer, Patrick
1 Meyer, Sebastian
...and 57 more Authors

Citations by Year

Wikidata Timeline

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