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Publications by Thomas, Janek

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Number of items: 5.


Thomas, Janek (22. February 2016): Stability selection for component-wise gradient boosting in multiple dimensions. Master Thesis, Ludwig-Maximilians-Universität München
[PDF, 2MB]

Journal article

Thomas, Janek; Mayr, Andreas; Bischl, Bernd; Schmid, Matthias; Smith, Adam; Hofner, Benjamin (2018): Gradient boosting for distributional regression: faster tuning and improved variable selection via noncyclical updates. In: Statistics and Computing, Vol. 28, No. 3: pp. 673-687

Thomas, Janek; Hepp, Tobias; Mayr, Andreas; Bischl, Bernd (2017): Probing for Sparse and Fast Variable Selection with Model-Based Boosting. In: Computational and Mathematical Methods in Medicine, Vol. 2017, 1421409 [PDF, 1MB]

Schiffner, Julia; Bischl, Bernd; Lang, Michel; Richter, Jakob; Jones, Zachary M.; Probst, Philipp; Pfisterer, Florian; Gallo, Mason; Kirchhoff, Dominik; Kühn, Tobias; Thomas, Janek; Kotthoff, Lars (2016): mlr Tutorial. In: CoRR, Vol. abs/1609.06146

Conference or Workshop Item

Rietzler, Michael; Geiselhart, Florian; Thomas, Janek; Rukzio, Enrico (2016): FusionKit: a generic toolkit for skeleton, marker and rigid-body tracking. 8th ACM SIGCHI Symposium on Engineering Interactive Computing Systems, 21.-24. Juni 2016, Brüssel.

This list was generated on Thu Dec 3 00:42:56 2020 CET.